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Actualizing Concept into Reality
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imAryanSingh/README.md

Aryan Singh

AI/ML Engineer · Speech Systems · Embedded ML · Computer Vision

Portfolio LinkedIn Gmail HackerRank

About me

B.Tech CSE graduate from Mohanlal Sukhadia University, Udaipur. I build ML systems that work in the real world — not just in notebooks. I spent 4 months at ISRO's Space Applications Centre engineering a wake-word detection model for the Satellite, and my final-year project on wildfire risk prediction from satellite imagery was submitted for GSoC 2026.

  • 🛰️ Research Scholar at ISRO SAC — CNN + MFCC wake-word detection for TRISHNA satellite (Jan–Apr 2025)
  • 🏔️ Research Intern at IIT Ropar — AI Vicharana Shala, nationally competitive selection (May–Jul 2024)
  • 🔥 GSoC 2026 submission — Wildfire risk prediction from satellite imagery (F1: 0.914)
  • 🏆 Top 0.3% in Flipkart GRID 6.0 out of 1,00,000+ participants
  • 📍 Based in Udaipur, Rajasthan · Open to remote & in-office roles

Featured projects

🛰️ Wake-Word Detection — ISRO TRISHNA Satellite

CNN + MFCC binary classifier for ISRO's TRISHNA satellite voice command system. Outperforms Vosk and Picovoice by 25% accuracy at 80%+ ambient noise levels. Sub-200ms real-time inference on embedded hardware.

Python TensorFlow Librosa MFCC CNN Embedded ML

🔥 Wildfire Risk Prediction — Satellite Imagery (GSoC)

CNN classifier on 2,000+ satellite images · 95.3% accuracy · F1: 0.914 Live Streamlit demo. Submitted as GSoC 2026 proposal to University of Alaska Anchorage.

Python TensorFlow OpenCV Streamlit Satellite Data CNN

📦 Smart Vision Quality Control — Flipkart GRID

End-to-end CV quality control pipeline. Detects freshness, classifies 20+ products, counts 30+ fruit/vegetable types from 5,000+ labelled images. Top 0.3% (300 / 1,00,000+) in Flipkart GRID 6.0.

Python YOLOv8 Roboflow Streamlit TensorFlow SQLite

🔐 Image · Audio · Emoji Steganography

Three steganography techniques — LSB in images, LSB in audio, zero-width Unicode in emoji text. Built during IIT Ropar AI programme.

Python OpenCV NumPy wave emoji

🛍️ Recommendation System for Retail Stores

Collaborative filtering engine (user-based + item-based) on 500K+ retail transactions. Item-based CF achieves Precision@10: 0.34, covering 52% of product catalogue.

Python Scikit-learn Pandas NumPy Cosine Similarity

📖 OCR Speaking Lamp — Raspberry Pi

Accessibility device that reads printed text aloud in real time. 95% OCR accuracy · fully offline · no internet required. Designed for visually impaired users.

Python Tesseract OCR pyttsx3 OpenCV Raspberry Pi

Skills

Languages

Python C++ Java SQL

ML / AI Frameworks

TensorFlow PyTorch Scikit-learn Keras OpenCV Librosa NumPy Pandas YOLOv8

Specialisations

Speech Processing Computer Vision Embedded ML Edge AI NLP OCR Recommendation Systems Data Visualisation

Deployment & Tools

Streamlit Git GitHub Roboflow Raspberry Pi Power BI SQLite MySQL Google Colab Jupyter VS Code

Achievements

Achievement Detail
🛰️ ISRO Letter of Recommendation Issued by Division Head, PCSVD, SAC — for outstanding research on TRISHNA satellite voice command project
🏆 Flipkart GRID 6.0 — Top 0.3% 300 of 1,00,000+ participants · Software, Security & Robotics tracks · Certificate of Merit
🥇 HackerRank Gold Medal Python (Basic) · SQL (Basic) — verified skill certifications
💼 Graduate Engineer Trainee offer Secure Meters Ltd., Udaipur — highest placement offer, IET MLSU batch 2025 , 5+ Job Offers
🎓 IIT Ropar — AI Vicharana Shala Nationally selected · 2-month residential AI programme · CSE Dept. × iHub-AWaDH

Certifications

Python Basic SQL Basic

Competitive programming

LeetCode

LeetCode Stats

GitHub stats

Aryan's GitHub Stats Top Languages
GitHub Streak
Profile Summary

Experience timeline

Jan 2025 – Apr 2025  │  Research Scholar · ISRO Space Applications Centre, Ahmedabad
                     │  CNN + MFCC wake-word detection for TRISHNA satellite
                     │
May 2024 – Jul 2024  │  Research Intern · IIT Ropar (CSE Dept. × iHub-AWaDH)
                     │  AI Vicharana Shala — nationally selected residential programme
                     │
Dec 2023 – Jan 2024  │  Data Science Intern · CodeClause Pvt. Ltd., Udaipur
                     │  K-means clustering → 2× user engagement in 4-week A/B test
                     │
Nov 2023 – Jan 2024  │  Full Stack Developer Training · Vlite Technologies, Udaipur
                     │  ASP.NET + C# + SQL Server · Library Automation System · Grade A

"The best way to predict the future is to invent it." — Alan Kay

Open to: AI/ML Engineering · Research Roles · In-Office · Remote

Pinned Loading

  1. Wakeup-Word-Detection-Model-for-voice-commanding-system Wakeup-Word-Detection-Model-for-voice-commanding-system Public

    CNN + MFCC wake-word detection for ISRO TRISHNA satellite voice command system. Outperforms Vosk and Picovoice by 25% at 80%+ noise levels. Built at ISRO SAC Ahmedabad.

    Python 1

  2. Wildfire-Prediction-Using-Satellite-Image-GSoC Wildfire-Prediction-Using-Satellite-Image-GSoC Public

    CNN-based wildfire risk classifier from satellite imagery — 95.3% accuracy, Streamlit demo, GSoC 2026 submission. Built as B.Tech final year project.

    Jupyter Notebook 1

  3. Smart-Vision-Technology-Quality-Control Smart-Vision-Technology-Quality-Control Public

    End-to-end computer vision QC pipeline for e-commerce — product recognition, freshness detection, OCR extraction, and item counting. Top 0.3% in Flipkart GRID 6.0 (300 of 1,00,000+ participants).

    Python 1

  4. E-COMMERCE-SALES-DASHBOARD E-COMMERCE-SALES-DASHBOARD Public

    Interactive Power BI dashboard for e-commerce sales analytics — revenue trends, customer behaviour, product category breakdown, regional analysis, and payment method distribution. Built during Code…

    1

  5. Steganography Steganography Public

    A Python toolkit for hiding secret messages inside images, audio files, and emojis 3 independent steganography techniques in one project.

    Python 1

  6. OCR-Speaking-lamp OCR-Speaking-lamp Public

    Raspberry Pi accessibility device that reads printed text aloud using Tesseract OCR and pyttsx3. 95% accuracy. Fully offline, designed for visually impaired users.

    Python 1