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PrathamB001/README.md

Pratham Bhandari

Electronics & Telecommunication Engineering Student | Machine Learning • Computer Vision • Applied AI
Mumbai, India


Background

I am a final-year Electronics & Telecommunication Engineering student at Thadomal Shahani Engineering College (CGPA: 8.5/10).
My work spans machine learning, computer vision, and applied AI systems, with hands-on experience in both software and embedded systems.
I am particularly interested in building AIML-driven systems with real-world constraints


Tech Stack

Programming Languages

  • Python, Java (DSA), Embedded C, familiar with SQL

Machine Learning & AI

  • Computer Vision, NLP

Generative AI & LLMs

  • Retrieval-Augmented Generation
  • LangChain, Prompt Engineering

Web & Backend

  • FastAPI, Streamlit
  • SQLAlchemy
  • HTML/CSS (familiar), Next.js & Tailwind CSS (familiar)

Cloud & Deployment

  • Streamlit Cloud
  • Firebase
  • Google Earth Engine

Embedded Systems & IoT

  • MSP430, STM32, NodeMCU, Arduino, Raspberry Pi
  • FPGA (academic)
  • I2C sensors, system integration, debugging

Selected Projects

Industrial Assembly Verification System (Computer Vision)

  • Designed and trained a YOLOv8 object detection model from scratch on a custom industrial parts dataset
  • Built a real-time web application for assembly verification with BOM comparison
  • Implemented post-processing logic to detect missing, extra, and low-confidence components
  • Developed a scalable backend using REST APIs for image ingestion, inference, logging, and downloadable inspection reports
  • Simulated edge-device image ingestion via HTTP POST for industrial camera readiness
  • Tech: YOLOv8, FastAPI, HTML/CSS, Firebase
  • Deployed publicly on Hugging Face Spaces

ScholarVerse — AI Research Assistant Platform

  • AI-powered research assistant for academic literature discovery and analysis
  • Integrated arXiv API for paper search and metadata retrieval across research domains
  • Built a Retrieval-Augmented Generation (RAG) pipeline for grounded Q&A over single and multiple papers
  • Designed document chunking, embedding, and retrieval workflows for scalable context handling
  • Implemented a modular multi-LLM backend to experiment with different models for reasoning and synthesis
  • Tech: React, Tailwind CSS, RAG, arXiv API, Multi-LLM pipeline

Embedded Systems & IoT Projects

  • Built Smart Door System, Automatic Cycle Signal Indicator, and Mini Weather Station
  • Worked with NodeMCU, STM32, MSP430F, Arduino, Raspberry Pi, and FPGA platforms
  • Focused on sensor integration, real-time data handling, and system-level debugging

Achievements & Activities

  • Finalist (4th place), AI Hackathon at IIT Madras (SHAASTRA 2026)
  • Participant, GitGrade Hackathon (UnsaidTalks)
  • Participant, Google Developers Club TSEC Designathon
  • Member, UI/UX Design Team – Computer Society of India (TSEC)

Currently

  • Building applied AI systems
  • Improving depth in ML, AI systems, and research workflows

Links

Popular repositories Loading

  1. AISQL-GENERATOR AISQL-GENERATOR Public

    Generate and execute SQL using Groq LLAMA API along with visuals and history using streamlit and fastapi

    Python

  2. e-waste-detector e-waste-detector Public

    A MobileNetV2 code to segregate e waste and non e waste.

    Python

  3. GITHUB-Rate GITHUB-Rate Public

    Python

  4. PrathamB001 PrathamB001 Public

  5. YoloIndustrialObjectDetection YoloIndustrialObjectDetection Public

    Jupyter Notebook