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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: YOLO

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spoluan/README.md

Header

Typing SVG

▎ My Interests

AI/MLGenerative AIComputer VisionNLPIoT & RoboticsFinTechReal-time SystemsSoftware Engineering

▎ Tech Stack

Languages & Platforms

PythonJavaJavaScriptNode.jsTypeScriptC++CC#MQL5

AI/ML & Deep Learning

TensorFlowPyTorchscikit--learnKerasTransformers

Data Science & Analysis

NumPyPandasMatplotlibJupyterSeaborn

Computer Vision

OpenCVPillow

NLP & Language Models

NLTKspaCyOllama

Web Frameworks & APIs

FastAPIFlaskExpress.jsDjangoASP.NETNext.js

Databases & Storage

PostgreSQLMySQLMongoDBRedis

DevOps & Tools

DockerGitKubernetes

IoT & Real-time

MQTTSocket.ioOpenDNP3Raspberry Pi

▎ Publications

  1. Cross-Modal Matching of Lower Body Skeleton and Insole Pressure for Identity Recognition
    IEEE Sensors Letters (March 2026)

  2. Generating Social-Aware Locations for a Robot in a Human Group by Image Generation Using Adversarial Learning
    IEEE Access (2024)

  3. A Framework for a Multisensory IoT System Based on Service-oriented Architecture
    APNOMS 2020

  4. Using Smart Insoles and RGB Camera for Identifying Stationary Human Targets
    iCAST 2019

▎ Machine Learning Lab

👉 Browse Projects

ProjectStarsType
forex-market-prediction-eurusdStarsTime Series
federated-learning-mnistdigitStarsPrivacy-Preserving ML
explainable-ai-pneumoniaStarsMedical Imaging
reinforcement-learningStarsRL Algorithms
golf-ball-detectionStarsObject Detection
sound-classification-mlStarsAudio Classification
scut-head-object-detectionStarsHead Detection
experiment-chatbotStarsNLP/LLM
sentiment-analysis-imdb-distilbertStarsNLP
imdb-sentiment-analysisStarsNLP
traffic-signs-detectionStarsYOLOv8
cat-dogs-classificationStarsImage Classification
flower-classificationStarsImage Classification
food-101-classificationStarsTransfer Learning
mnist-digits-recognitionStarsCNN
fashion-mnist-classificationStarsImage Classification
semantic-segmentation-oxford-IIIt-petStarsSegmentation
flickr30k-image-captioningStarsVision-Language
tmdb-5000-movie-recommendation-systemStarsRecommendation
pub-med-200-medical-abstracts-classificationStarsNLP/Classification
medium-pred-next-wordsStarsLanguage Model
us-insurance-regressionStarsRegression
rpi-smart-wastebasketStarsIoT/ML

▎ GitHub Stats

GitHub StatsTop LanguagesMost Commit Language

GitHub Streak

Contribution Graph

Profile Summary

▎ Connect

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  1. explainable-ai-pneumoniaexplainable-ai-pneumoniaPublic

    A deep learning system that detects pneumonia in chest X-ray images with explainability at its core. Built on VGG19 transfer learning, the model achieves high accuracy while Grad-CAM visualization …

    Jupyter Notebook 3 1

  2. golf-ball-detectiongolf-ball-detectionPublic

    Golf ball detection and tracking using Faster R-CNN (Detecto/PyTorch). Fine-tuned on a custom dataset with bounding box predictions and heatmap visualizations. Originally run on Google Colab for an…

    Jupyter Notebook 2

  3. experiment-chatbotexperiment-chatbotPublic

    Lightweight local chatbot built with FastAPI and Ollama. Features web UI, CLI mode, conversation persistence, and per-conversation context profiles.

    HTML 1

  4. youtube-transcriberyoutube-transcriberPublic

    YouTube transcriber with Whisper transcription and AI polish support

    Python 2