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abhijeetkartikeya/README.md


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About Me

class AbhijeetKartikeya:
    def __init__(self):
        self.name = "Abhijeet Kartikeya"
        self.location = "Delhi, India"
        self.role = "ML Engineer & Full-Stack Developer"
        self.education = "B.Tech (AI/ML)"
        self.currently_building = [
            "Solar Energy Forecasting Platform (Tata Power)",
            "MediVault - AI Medical Report Manager",
            "Production Weather Prediction System"
        ]
        self.interests = ["Deep Learning", "Time Series Forecasting",
                         "Computer Vision", "MLOps", "Agent AI"]

    def say_hi(self):
        print("Thanks for dropping by! Let's build something amazing together.")

me = AbhijeetKartikeya()
me.say_hi()

Tech Arsenal

Languages

Machine Learning & AI

Web & API

Databases & Infrastructure


Featured Projects

Full-stack solar energy monitoring for Tata Power assets across India. Interactive Leaflet map, 3-day ML power forecasts, and real-time Grafana dashboards.

Production ML pipeline with XGBoost models for 5 weather variables at 15-min granularity. 288-step forecasts across 10+ Indian locations.

AI-powered medical report manager. OCR extraction, LLM summaries via Ollama/Mistral, semantic search with ChromaDB, and family-based organization.

Interactive deep learning demo: digit recognition (CNN, 98%+ acc), image classification (MobileNetV2), sentiment analysis (LSTM), and predictive analytics.

Streamlit dashboard for telecom customer churn prediction. Logistic Regression (~78%) and Random Forest (~82%) with interactive visualizations.

CLI expense management tool with smart categorization, monthly budget analysis, and pie chart visualizations using Pandas and Matplotlib.


What I Build

Solar Forecasting Platform

Built for Tata Power solar assets across India

  • Interactive Leaflet map with 7+ solar plant sites
  • Physics-informed ML model for 3-day power predictions
  • Real-time Grafana dashboards via TimescaleDB
  • React 19 + FastAPI + Docker Compose stack
  • V2 pipeline: Open-Meteo + NASA POWER data integration

Weather Prediction System

Production ML pipeline at 15-min granularity

  • XGBoost models for 5 weather variables across 10+ Indian locations
  • 288-step forecasts (3 days ahead)
  • PM2-managed scheduler with auto-recovery
  • Leakage-free pipeline with validation tests
  • PostgreSQL feature store + model registry

MediVault

AI-powered medical report manager

  • OCR extraction with Tesseract
  • LLM-powered summaries via Ollama/Mistral
  • Semantic search using ChromaDB vector DB
  • Family-based report organization
  • React + FastAPI + PostgreSQL + Docker

Neural Network Visualization

Interactive deep learning demo platform

  • Handwritten digit recognition (CNN, 98%+ acc)
  • Image classification with MobileNetV2
  • Sentiment analysis using LSTM
  • Predictive analytics dashboard
  • Flask + TensorFlow + vanilla JS frontend

GitHub Analytics



Contribution Graph



Let's Connect and Build Something Amazing


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