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Achievement: Pull Sharkx2Achievement: YOLO

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EtHeGeM/README.md

Eren GEMİCİ

Machine Learning Engineer | Computer Vision | AI Systems Development

AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.

📧 erengemici.bus@gmail.com
🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici
🔗 GitHub: https://github.com/ethegem
🔗 Kaggle: https://www.kaggle.com/erengemc

Professional Summary

  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping

Work Experience

Ra Kalite — Artificial Intelligence Consultant

Aug 2025 – Ongoing

  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization

BRISA — Mechatronics Engineering Intern

Aug 2025 – Sep 2025

  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems

Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant

Aug 2024 – May 2025

  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics

Atölye Ataşehir — Software Developer / AI Tutor

Jan 2024 – Jul 2024

  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development

Inovako — AI Intern (Computer Vision)

Jan 2024 – Feb 2024

  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines

SAB Robotics — Machine Learning Developer (Long-Term Intern)

May 2023 – Nov 2023

  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems

Highlighted Projects

LLM-Based Financial Chatbot (2024)

  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing

Alloy Composition Prediction via Spectrometry (2025)

  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation

Omnivor – Agricultural Robot (2023)

  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture

Defect Detection & Segmentation — Inovako (2024)

  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors

Strategy Cloud – Financial Backtesting Platform (2025)

VFD-Based Energy Optimization in Pump Systems (2025)

  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation

Technical Skills

Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation

Education

B.Sc. Mechatronics Engineering — Işık University (2021–2026)

  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects

Achievements & Leadership

  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)

Languages

  • English: Professional
  • Turkish: Native

Pinned Loading

  1. strategy-cloudstrategy-cloudPublic

    Backtesting Environment for Financial Technical Analysis

    Python 1

  2. DeepLearning-HBIDeepLearning-HBIPublic

    Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook

  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic

    Industrial Automation Example

    HTML

  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic

    Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook

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var __re = new RegExp('^' + "github\\.com" + '
EtHeGeM (Eren GEMİCİ) · GitHub
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Achievements
Achievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: YOLO

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EtHeGeM/README.md
Eren GEMİCİ
Machine Learning Engineer | Computer Vision | AI Systems Development
AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.
📧 erengemici.bus@gmail.com

🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici

🔗 GitHub: https://github.com/ethegem

🔗 Kaggle: https://www.kaggle.com/erengemc
Professional Summary
  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping
Work Experience
Ra Kalite — Artificial Intelligence Consultant
Aug 2025 – Ongoing
  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization
BRISA — Mechatronics Engineering Intern
Aug 2025 – Sep 2025
  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems
Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant
Aug 2024 – May 2025
  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics
Atölye Ataşehir — Software Developer / AI Tutor
Jan 2024 – Jul 2024
  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development
Inovako — AI Intern (Computer Vision)
Jan 2024 – Feb 2024
  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines
SAB Robotics — Machine Learning Developer (Long-Term Intern)
May 2023 – Nov 2023
  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems
Highlighted Projects
LLM-Based Financial Chatbot (2024)
  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing
Alloy Composition Prediction via Spectrometry (2025)
  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation
Omnivor – Agricultural Robot (2023)
  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture
Defect Detection & Segmentation — Inovako (2024)
  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors
Strategy Cloud – Financial Backtesting Platform (2025)
VFD-Based Energy Optimization in Pump Systems (2025)
  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation
Technical Skills
Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation
Education
B.Sc. Mechatronics Engineering — Işık University (2021–2026)
  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects
Achievements & Leadership
  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)
Languages
  • English: Professional
  • Turkish: Native

Pinned
Loading
  1. strategy-cloudstrategy-cloudPublic
    
Backtesting Environment for Financial Technical Analysis

    Python
1

  2. DeepLearning-HBIDeepLearning-HBIPublic
    
Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook
  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic
    
Industrial Automation Example

    HTML
  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic
    
Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook

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EtHeGeM (Eren GEMİCİ) · GitHub
Skip to content
View EtHeGeM's full-sized avatar
🇹🇷
Makinalaşıyor
🇹🇷
Makinalaşıyor
45
followers
 · 13
following

Achievements
Achievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: YOLO

Block or report EtHeGeM

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EtHeGeM/README.md
Eren GEMİCİ
Machine Learning Engineer | Computer Vision | AI Systems Development
AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.
📧 erengemici.bus@gmail.com

🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici

🔗 GitHub: https://github.com/ethegem

🔗 Kaggle: https://www.kaggle.com/erengemc
Professional Summary
  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping
Work Experience
Ra Kalite — Artificial Intelligence Consultant
Aug 2025 – Ongoing
  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization
BRISA — Mechatronics Engineering Intern
Aug 2025 – Sep 2025
  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems
Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant
Aug 2024 – May 2025
  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics
Atölye Ataşehir — Software Developer / AI Tutor
Jan 2024 – Jul 2024
  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development
Inovako — AI Intern (Computer Vision)
Jan 2024 – Feb 2024
  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines
SAB Robotics — Machine Learning Developer (Long-Term Intern)
May 2023 – Nov 2023
  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems
Highlighted Projects
LLM-Based Financial Chatbot (2024)
  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing
Alloy Composition Prediction via Spectrometry (2025)
  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation
Omnivor – Agricultural Robot (2023)
  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture
Defect Detection & Segmentation — Inovako (2024)
  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors
Strategy Cloud – Financial Backtesting Platform (2025)
VFD-Based Energy Optimization in Pump Systems (2025)
  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation
Technical Skills
Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation
Education
B.Sc. Mechatronics Engineering — Işık University (2021–2026)
  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects
Achievements & Leadership
  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)
Languages
  • English: Professional
  • Turkish: Native

Pinned
Loading
  1. strategy-cloudstrategy-cloudPublic
    
Backtesting Environment for Financial Technical Analysis

    Python
1

  2. DeepLearning-HBIDeepLearning-HBIPublic
    
Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook
  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic
    
Industrial Automation Example

    HTML
  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic
    
Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook

, 'i');
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var __re = new RegExp('^' + ".*" + '
EtHeGeM (Eren GEMİCİ) · GitHub
Skip to content
View EtHeGeM's full-sized avatar
🇹🇷
Makinalaşıyor
🇹🇷
Makinalaşıyor
45
followers
 · 13
following

Achievements
Achievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: YOLO

Block or report EtHeGeM

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EtHeGeM/README.md
Eren GEMİCİ
Machine Learning Engineer | Computer Vision | AI Systems Development
AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.
📧 erengemici.bus@gmail.com

🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici

🔗 GitHub: https://github.com/ethegem

🔗 Kaggle: https://www.kaggle.com/erengemc
Professional Summary
  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping
Work Experience
Ra Kalite — Artificial Intelligence Consultant
Aug 2025 – Ongoing
  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization
BRISA — Mechatronics Engineering Intern
Aug 2025 – Sep 2025
  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems
Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant
Aug 2024 – May 2025
  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics
Atölye Ataşehir — Software Developer / AI Tutor
Jan 2024 – Jul 2024
  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development
Inovako — AI Intern (Computer Vision)
Jan 2024 – Feb 2024
  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines
SAB Robotics — Machine Learning Developer (Long-Term Intern)
May 2023 – Nov 2023
  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems
Highlighted Projects
LLM-Based Financial Chatbot (2024)
  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing
Alloy Composition Prediction via Spectrometry (2025)
  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation
Omnivor – Agricultural Robot (2023)
  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture
Defect Detection & Segmentation — Inovako (2024)
  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors
Strategy Cloud – Financial Backtesting Platform (2025)
VFD-Based Energy Optimization in Pump Systems (2025)
  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation
Technical Skills
Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation
Education
B.Sc. Mechatronics Engineering — Işık University (2021–2026)
  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects
Achievements & Leadership
  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)
Languages
  • English: Professional
  • Turkish: Native

Pinned
Loading
  1. strategy-cloudstrategy-cloudPublic
    
Backtesting Environment for Financial Technical Analysis

    Python
1

  2. DeepLearning-HBIDeepLearning-HBIPublic
    
Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook
  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic
    
Industrial Automation Example

    HTML
  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic
    
Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook

, 'i');
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if (node.tagName === 'A') cleanLinks();
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var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
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observer.observe(document.body, { childList: true, subtree: true });
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} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
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try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
EtHeGeM (Eren GEMİCİ) · GitHub
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EtHeGeM/README.md
Eren GEMİCİ
Machine Learning Engineer | Computer Vision | AI Systems Development
AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.
📧 erengemici.bus@gmail.com

🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici

🔗 GitHub: https://github.com/ethegem

🔗 Kaggle: https://www.kaggle.com/erengemc
Professional Summary
  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping
Work Experience
Ra Kalite — Artificial Intelligence Consultant
Aug 2025 – Ongoing
  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization
BRISA — Mechatronics Engineering Intern
Aug 2025 – Sep 2025
  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems
Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant
Aug 2024 – May 2025
  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics
Atölye Ataşehir — Software Developer / AI Tutor
Jan 2024 – Jul 2024
  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development
Inovako — AI Intern (Computer Vision)
Jan 2024 – Feb 2024
  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines
SAB Robotics — Machine Learning Developer (Long-Term Intern)
May 2023 – Nov 2023
  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems
Highlighted Projects
LLM-Based Financial Chatbot (2024)
  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing
Alloy Composition Prediction via Spectrometry (2025)
  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation
Omnivor – Agricultural Robot (2023)
  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture
Defect Detection & Segmentation — Inovako (2024)
  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors
Strategy Cloud – Financial Backtesting Platform (2025)
VFD-Based Energy Optimization in Pump Systems (2025)
  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation
Technical Skills
Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation
Education
B.Sc. Mechatronics Engineering — Işık University (2021–2026)
  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects
Achievements & Leadership
  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)
Languages
  • English: Professional
  • Turkish: Native

Pinned
Loading
  1. strategy-cloudstrategy-cloudPublic
    
Backtesting Environment for Financial Technical Analysis

    Python
1

  2. DeepLearning-HBIDeepLearning-HBIPublic
    
Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook
  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic
    
Industrial Automation Example

    HTML
  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic
    
Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Auto-enable theater mode on YouTube
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function tryTheater() {
var btn = document.querySelector('button[aria-label="Theater mode"], ytd-player #player button[title="Theater mode"]');
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
EtHeGeM (Eren GEMİCİ) · GitHub
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 · 13
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Achievements
Achievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: YOLO

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EtHeGeM/README.md
Eren GEMİCİ
Machine Learning Engineer | Computer Vision | AI Systems Development
AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.
📧 erengemici.bus@gmail.com

🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici

🔗 GitHub: https://github.com/ethegem

🔗 Kaggle: https://www.kaggle.com/erengemc
Professional Summary
  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping
Work Experience
Ra Kalite — Artificial Intelligence Consultant
Aug 2025 – Ongoing
  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization
BRISA — Mechatronics Engineering Intern
Aug 2025 – Sep 2025
  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems
Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant
Aug 2024 – May 2025
  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics
Atölye Ataşehir — Software Developer / AI Tutor
Jan 2024 – Jul 2024
  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development
Inovako — AI Intern (Computer Vision)
Jan 2024 – Feb 2024
  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines
SAB Robotics — Machine Learning Developer (Long-Term Intern)
May 2023 – Nov 2023
  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems
Highlighted Projects
LLM-Based Financial Chatbot (2024)
  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing
Alloy Composition Prediction via Spectrometry (2025)
  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation
Omnivor – Agricultural Robot (2023)
  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture
Defect Detection & Segmentation — Inovako (2024)
  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors
Strategy Cloud – Financial Backtesting Platform (2025)
VFD-Based Energy Optimization in Pump Systems (2025)
  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation
Technical Skills
Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation
Education
B.Sc. Mechatronics Engineering — Işık University (2021–2026)
  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects
Achievements & Leadership
  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)
Languages
  • English: Professional
  • Turkish: Native

Pinned
Loading
  1. strategy-cloudstrategy-cloudPublic
    
Backtesting Environment for Financial Technical Analysis

    Python
1

  2. DeepLearning-HBIDeepLearning-HBIPublic
    
Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook
  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic
    
Industrial Automation Example

    HTML
  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic
    
Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook

, 'i');
if (__m === '*' || __re.test(location.href)) {
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})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
EtHeGeM (Eren GEMİCİ) · GitHub
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Makinalaşıyor
45
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 · 13
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Achievements
Achievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: YOLO

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EtHeGeM/README.md
Eren GEMİCİ
Machine Learning Engineer | Computer Vision | AI Systems Development
AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.
📧 erengemici.bus@gmail.com

🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici

🔗 GitHub: https://github.com/ethegem

🔗 Kaggle: https://www.kaggle.com/erengemc
Professional Summary
  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping
Work Experience
Ra Kalite — Artificial Intelligence Consultant
Aug 2025 – Ongoing
  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization
BRISA — Mechatronics Engineering Intern
Aug 2025 – Sep 2025
  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems
Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant
Aug 2024 – May 2025
  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics
Atölye Ataşehir — Software Developer / AI Tutor
Jan 2024 – Jul 2024
  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development
Inovako — AI Intern (Computer Vision)
Jan 2024 – Feb 2024
  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines
SAB Robotics — Machine Learning Developer (Long-Term Intern)
May 2023 – Nov 2023
  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems
Highlighted Projects
LLM-Based Financial Chatbot (2024)
  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing
Alloy Composition Prediction via Spectrometry (2025)
  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation
Omnivor – Agricultural Robot (2023)
  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture
Defect Detection & Segmentation — Inovako (2024)
  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors
Strategy Cloud – Financial Backtesting Platform (2025)
VFD-Based Energy Optimization in Pump Systems (2025)
  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation
Technical Skills
Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation
Education
B.Sc. Mechatronics Engineering — Işık University (2021–2026)
  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects
Achievements & Leadership
  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)
Languages
  • English: Professional
  • Turkish: Native

Pinned
Loading
  1. strategy-cloudstrategy-cloudPublic
    
Backtesting Environment for Financial Technical Analysis

    Python
1

  2. DeepLearning-HBIDeepLearning-HBIPublic
    
Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook
  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic
    
Industrial Automation Example

    HTML
  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic
    
Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook

, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
var style = document.getElementById('universal-dark-mode-style');
if (!style) {
style = document.createElement('style');
style.id = 'universal-dark-mode-style';
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style.textContent = '
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background: #1a1a2e !important;
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filter: invert(1) hue-rotate(180deg) !important;
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[data-theme="light"], [data-theme="light"],
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pre code, pre code * {
filter: none !important;
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/* Fix common UI elements */
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filter: invert(1) hue-rotate(180deg) !important;
background: #2d2d44 !important;
border-color: #444 !important;
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/* Scrollbars */
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::-webkit-scrollbar-thumb { background: #444 !important; }
::-webkit-scrollbar-thumb:hover { background: #555 !important; }
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if (enabled && !document.getElementById('universal-dark-mode-style')) {
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console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');
})();
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();
EtHeGeM (Eren GEMİCİ) · GitHub
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View EtHeGeM's full-sized avatar
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Makinalaşıyor
45
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 · 13
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Achievements
Achievement: Pull Sharkx2Achievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: YOLO

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EtHeGeM/README.md
Eren GEMİCİ
Machine Learning Engineer | Computer Vision | AI Systems Development
AI-focused software engineer specializing in machine learning, computer vision, and data-driven automation. With 5+ years of software background and 2+ years of real-world ML experience, I develop end-to-end AI systems—from prototyping to deployment on cloud and edge environments.
📧 erengemici.bus@gmail.com

🔗 LinkedIn: https://www.linkedin.com/in/eren-gemici

🔗 GitHub: https://github.com/ethegem

🔗 Kaggle: https://www.kaggle.com/erengemc
Professional Summary
  • 2+ years of hands-on machine learning experience in real industrial and robotics settings
  • Led embedded computer vision development for robotics and QA systems
  • Built and deployed LLM-based applications
  • Trained 200+ professionals in Python, ML, and Deep Learning
  • Strong proficiency in Python, PyTorch, TensorFlow, and edge/cloud prototyping
Work Experience
Ra Kalite — Artificial Intelligence Consultant
Aug 2025 – Ongoing
  • Developing AI-driven software infrastructures and project management applications
  • Providing strategic consultancy for effective AI adoption across the organization
BRISA — Mechatronics Engineering Intern
Aug 2025 – Sep 2025
  • Worked on mechatronics, automation, mechanical design, and hydraulic/pneumatic systems
Arı Bilgi Eğitim Kurumları — Software Developer / Tech Consultant
Aug 2024 – May 2025
  • Delivered practical AI education to 200+ professionals
  • Supported cross-industry AI adoption in finance, HR, and logistics
Atölye Ataşehir — Software Developer / AI Tutor
Jan 2024 – Jul 2024
  • Delivered training in ML, data analytics, Python, and deep learning
  • Mentored participants through end-to-end AI project development
Inovako — AI Intern (Computer Vision)
Jan 2024 – Feb 2024
  • Designed and deployed CNN-based quality control systems on edge devices
  • Reduced industrial inspection time by 40% through real-time CV pipelines
SAB Robotics — Machine Learning Developer (Long-Term Intern)
May 2023 – Nov 2023
  • Developed GAN-based synthetic data generators
  • Built CV pipelines for plant disease classification via ROV systems
Highlighted Projects
LLM-Based Financial Chatbot (2024)
  • Integrated GPT, TradingView_TA, and yFinance APIs
  • Enabled real-time market analysis, intent detection, and chart parsing
Alloy Composition Prediction via Spectrometry (2025)
  • Built a Bayesian CNN for material composition prediction
  • Used Monte Carlo Dropout to improve uncertainty estimation
Omnivor – Agricultural Robot (2023)
  • Developed a CV-powered robotic system for real-time field monitoring
  • Enabled early plant health diagnostics and autonomous data capture
Defect Detection & Segmentation — Inovako (2024)
  • Deployed CNN-based segmentation on AWS SageMaker
  • Improved QA performance and reduced inspection errors
Strategy Cloud – Financial Backtesting Platform (2025)
VFD-Based Energy Optimization in Pump Systems (2025)
  • Designed a Variable Frequency Drive control architecture
  • Enabled significant energy savings with PID-based automation
Technical Skills
Languages: Python, C/C++, MATLAB, R, NodeJS
Frameworks & Libraries: PyTorch, TensorFlow 2, Scikit-learn, Hugging Face, OpenCV
Data & Analytics: Pandas, PySpark, Seaborn, Plotly, EDA, Feature Engineering
Backend & Deployment: AWS, Azure, Django, FastAPI, Streamlit, Docker, Git, Linux
Domains: NLP, Computer Vision, LLMs, Generative AI (GAN/VAE), Time Series, Automation
Education
B.Sc. Mechatronics Engineering — Işık University (2021–2026)
  • Focus on AI, robotics, and data-driven systems
  • Experience in Autonomous Underwater Vehicle CV & automation projects
Achievements & Leadership
  • 2nd Place — Mapin Datathon (2025)
  • 4th Place — Yıldız Technical University Bootcamp (2024)
  • 7th Place — Invent Analytics Retail Analytics Datathon
  • Founder — AI Clubs Union (2022 – Ongoing)
  • Committee Member — AI & Technology Association – AAAI (2025 – Ongoing)
Languages
  • English: Professional
  • Turkish: Native

Pinned
Loading
  1. strategy-cloudstrategy-cloudPublic
    
Backtesting Environment for Financial Technical Analysis

    Python
1

  2. DeepLearning-HBIDeepLearning-HBIPublic
    
Arı Bilgi Eğitim Kurumları - Deep Learning - Human Brain Interactions Dersi Çalışmaları

    Jupyter Notebook
  3. EtherCat_Piston_ControllerEtherCat_Piston_ControllerPublic
    
Industrial Automation Example

    HTML
  4. Inovako_Ins_SegmentationInovako_Ins_SegmentationPublic
    
Inovako Technical Qualification Yolov8 Instance Segmentation Model

    Jupyter Notebook