AI/LLM Engineer · Data Engineer · Semiconductor Domain Specialist
5 years · Production LLM pipelines · Cloud-scale ETL · Hardware-domain AI
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",
}AI / LLM / ML
Data Engineering
Cloud & Infrastructure
Semiconductor / Hardware
| 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 |
⚙️ 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 }}- 🚀 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
Open to roles in AI/ML Engineering, Data Engineering, and LLM systems — especially in semiconductor, healthcare, or fintech domains.