Hi, I'm Nithin Kore 👋

AI/LLM Engineer  ·  Data Engineer  ·  Semiconductor Domain Specialist
5 years · Production LLM pipelines · Cloud-scale ETL · Hardware-domain AI

   

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About Me

nithin = {
    "role"        : ["AI/LLM Engineer", "Data Engineer"],
    "experience"  : "5 years in production AI/ML and enterprise data platforms",
    "domain"      : ["Semiconductor", "Healthcare", "E-Commerce"],
    "hardware"    : ["JTAG TAP (Xilinx FPGA)", "RISC-V ISA", "PCIe", "HBM/DRAM/NAND"],
    "impact"      : {
        "LLM latency reduction"  : "35%",
        "Spark performance gain" : "40%",
        "Pipeline reliability"   : "99.9% @ 1M+ records/day",
        "Post-handoff defects"   : "zero",
    },
    "currently"   : "LLM pipelines · RAG systems · Cloud-scale ETL on Azure & GCP",
}

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Tech Stack

AI / LLM / ML

Data Engineering

Cloud & Infrastructure

Semiconductor / Hardware

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Featured Projects

Project	Description	Stack
PDF-DataAnalyzer	RAG-based conversational PDF Q&A — upload any PDF, ask questions in natural language	Gemini · LangChain · FAISS · Streamlit · AWS S3
NetflixStockPricePrediction	ANN stock price forecasting with a deployed Flask web app	TensorFlow · Flask · Pandas
Deep-Learning	ANN for bank churn & heart failure prediction; CNN for image classification	TensorFlow · Keras
Classification-Models	7 classification algorithms benchmarked side-by-side	scikit-learn · Python
Regression-Models	5 regression algorithms with full statistical analysis	scikit-learn · statsmodels
NLP	Sentiment analysis — Bag of Words + Naive Bayes on restaurant reviews	NLTK · scikit-learn
Reinforcement-Learning	UCB multi-armed bandit for ad CTR optimization	NumPy · Matplotlib
Association-Rules	Apriori & Eclat market basket analysis	mlxtend · Python

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GitHub Stats

 

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Contribution Activity

⚙️ How to enable the snake animation

Create .github/workflows/snake.yml in this repo:

name: generate snake animation

on:
  schedule:
    - cron: "0 0 * * *"   # runs daily
  workflow_dispatch:

jobs:
  generate:
    runs-on: ubuntu-latest
    steps:
      - uses: Platane/snk@v3
        with:
          github_user_name: nithinrajkore
          outputs: |
            dist/github-contribution-grid-snake.svg
            dist/github-contribution-grid-snake-dark.svg?palette=github-dark
      - uses: crazy-max/ghaction-github-pages@v3
        with:
          target_branch: output
          build_dir: dist
        env:
          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}

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Impact Highlights

• 🚀 35% LLM latency reduction — prompt engineering & few-shot optimization at Key Pixel
• ⚡ 40% Spark job speedup — broadcast joins, partition pruning & skew remediation at Infosys
• 🔒 99.9% pipeline reliability processing 1M+ records/day on GCP
• ✅ Zero post-handoff defects across all data migration deliverables
• 🏆 Twice recognized by project leadership at Infosys for outstanding individual impact

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Open to roles in AI/ML Engineering, Data Engineering, and LLM systems — especially in semiconductor, healthcare, or fintech domains.