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DataDetective-Neel/README.md

πŸ‘‹ Hi, I'm Indraneel Chatterjee



About Me

  • B.Tech CSE @ NIIT University (CGPA: 9.24)
  • Built an ML model for Air Quality Prediction (AOD + Sensor Data)
  • Co-authored a published book chapter (Cogniverse Press)
  • Interested in ML evaluation, LLM bias & probabilistic modeling
  • Exploring Deep Learning (CNNs/RNNs) with Keras

Tech Stack


Featured Projects

πŸ”Ή AeroSphinx (ISRO Hackathon 2025)
β†’ Built a Random Forest model for PM2.5 prediction using satellite + ground data
β†’ Applied temporal-spatial feature engineering + Power BI visualization

πŸ”Ή Sentiment Analysis Dashboard (SIH 2025)
β†’ NLP system using DistilBERT + FastAPI + Docker + Redis
β†’ Supports summarization, analytics, and export features

πŸ”Ή DocuMentor – AI Document Assistant
β†’ Chat-based document understanding with privacy scanning & smart insights
β†’ Built using React + Vite with performance-focused architecture

πŸ”Ή Industry Project – Vasus Brakes
β†’ Built data pipelines & Power BI dashboards
β†’ Delivered actionable insights using statistical analysis


What I'm Working On

  • Improving ML model performance & evaluation techniques
  • Exploring LLM behavior, bias & interpretability
  • Building scalable ML systems with FastAPI
  • Developing real-world data-driven applications

Achievements

  • Published Book Chapter in Foundations and Emerging Trends in Multidisciplinary Sciences
  • Participant – ISRO Hackathon 2025
  • SIH 2025 – College Level Qualified

Connect With Me


Contribution Snake


⭐ "Turning data into decisions, and models into impact."

Pinned Loading

  1. AeroSphinx AeroSphinx Public

    Project on predicting the PM2.5 value using CPCB, MERRA and Insat data.

    Jupyter Notebook

  2. Agro_Models Agro_Models Public

    Python

  3. portfolio portfolio Public

    HTML

  4. thelegendaryarticuno/DocuMentor thelegendaryarticuno/DocuMentor Public

    Forked from RunanywhereAI/web-starter-app

    Starter App created using web-sdk

    TypeScript

  5. trishikesh/municipal-management trishikesh/municipal-management Public