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aditya-raaj/README.md

Hi, I'm Aditya Raj

I'm a final-year Artificial Intelligence & Machine Learning undergraduate with a strong interest in building reliable software systems that combine backend engineering, data pipelines, and applied machine learning.

I enjoy working on real-world problem statements where models, data, and APIs come together to form practical, production-style systems rather than standalone experiments.


What I focus on

  • Backend development using Python and FastAPI
  • Designing clean REST APIs and service layers
  • Data processing and ETL pipelines
  • Integrating machine learning models into real systems

Featured projects

  • Hybrid Cascade Log Classifier
    Rule-based + ML + LLM-based log classification system with modular pipelines and FastAPI backend.

  • LifeLink – Emergency Ambulance Routing System (IISc)
    Real-time ambulance dispatch and route optimization using live traffic data and graph algorithms.

  • World Development Indicators Analytics Platform
    API-driven ETL pipeline for global indicators with analytics-ready data modeling.

  • OCTVision – Retinal Disease Detection API
    Deep learning inference service exposed via REST APIs for medical image analysis.


Tech stack

  • Languages: Python, SQL
  • Backend: FastAPI, Flask
  • Databases: PostgreSQL
  • Data & ML: Pandas, Scikit-learn, TensorFlow
  • Tools: Git, GitHub

Currently learning

  • Backend system design fundamentals
  • Database schema design and optimization
  • Scalable data pipelines
  • Distributed systems basics

Pinned Loading

  1. Hybrid-Cascade-Log-Classifier Hybrid-Cascade-Log-Classifier Public

    Jupyter Notebook

  2. LifeLink LifeLink Public

    Ambulance Distribution System for Bangalore.

    Jupyter Notebook

  3. OCTVision OCTVision Public

    Jupyter Notebook

  4. World-Development-Indicators-Live-Analytics-Platform World-Development-Indicators-Live-Analytics-Platform Public

    Jupyter Notebook