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Learning by doing, one commit at a time.
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Learning by doing, one commit at a time.
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harshrameshnerkar/README.md

Hi 👋, I'm Harsh Nerkar

Aspiring AI/ML Engineering | Machine Learning, Gen AI, Data Science 🤖

🚀 Building intelligent systems, RAG pipelines, and ML applications from India 🇮🇳

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🧠 About Me

I'm Harsh Nerkar — a Final-year CS student building AI-powered applications, computer vision systems, and production ML pipelines.

  • 🤖 Building multi-agent AI systems with Llama 3 & RAG pipelines
  • 👁️ Working on real-time computer vision (gesture recognition, object detection)
  • 🧠 Exploring LLMs, prompt engineering, and AI automation
  • 💻 Proficient in Python, TensorFlow, OpenCV, and cloud deployment
  • 📊 Data science enthusiast — EDA, ML pipelines, visualization

📫 Contact: harshrameshnerkar@gmail.com | 📱 +91 7522946205

🎯 Currently Building & Learning

🔨 Building 📚 Learning
🧠 Mental Health AI Application (Llama 3 + RAG) How AI agents truly work under the hood
🤟 ISL Translator (Real-time gesture recognition) LLM optimization & efficient inference
📸 Image Caption Generator (CNN + LSTM) System design for ML at scale
🚀 Production ML pipelines & deployment Security-first mindset in AI systems

💼 Experience

Machine Learning Engineer Intern @ Kohliai.ml (Dec 2025 – Present)

  • Architected multi-agent AI system (Orchestrator, Coach, Safety, Memory)
  • Implemented RAG pipeline with Neon PostgreSQL for hallucination-resistant responses
  • Research-backed AI platform for mental health support

AI/ML Intern @ TARS Technologies (May 2025 – Jul 2025)

  • Built Indian Sign Language Translator (CNN, RNN, LSTM, OpenCV)
  • Developed YOLOv8 Safety Helmet Detection system for construction sites
  • Created gesture-driven Virtual Keyboard and WhatsApp Reminder Bot

📚 Education: B.Tech CSE, SB Jain Institute of Technology, Nagpur (CGPA: 8.23)

🛠️ Tech Stack

Python TensorFlow OpenCV PostgreSQL Docker Git

Languages: Python • SQL • C • JavaScript
AI/ML: TensorFlow • Keras • Scikit-learn • Pandas • NumPy
Vision: OpenCV • MediaPipe • YOLOv8
Tools: Docker • Streamlit • PostgreSQL • Git

🚀 Featured Projects

Project Description Stack
Mental Health App AI-powered wellbeing platform with multi-agent system Llama 3, RAG, PostgreSQL
ISL Translator Real-time Indian Sign Language gesture recognition Python, OpenCV, LSTM
Image Caption Generator Advanced CNN-LSTM image-to-text system TensorFlow, NLP

🐍 Contribution Activity

Contribution Activity

📊 GitHub Activity

GitHub Followers    GitHub Stars

Harsh's GitHub Stats Harsh's Top Languages

🌐 Connect With Me

Gmail   LinkedIn   GitHub   WhatsApp

✨ "Not trying to look advanced — trying to become capable." ✨

Bottom Line

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  1. Helmet-Detection Helmet-Detection Public

    Real-time Helmet & Safety Gear Detection system using YOLOv8, OpenCV, EasyOCR, and Flask with automated email alerts and live violation tracking dashboard.

    HTML

  2. Image-Caption-Generator Image-Caption-Generator Public

    🖼️ Deep Learning Image Caption Generator powered by CNN (ResNet50), RNN/LSTM & Vision Transformer (ViT) with multi-style narrative generation and interactive Flask UI.

    Jupyter Notebook

  3. Mental-Health-Wellbeing-Chatbot Mental-Health-Wellbeing-Chatbot Public

    🧠 MindWell — AI-powered Mental Health & Wellbeing Companion featuring multi-agent intelligence, conditional RAG, crisis detection, and interactive Streamlit UI.

    Python

  4. ISL-Translator ISL-Translator Public

    🤟 Real-time Indian Sign Language (ISL) & Hand Gesture AI Translator powered by PyTorch Deep CNN, OpenCV, bilingual TTS, and interactive web dashboard.

    Python