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VARUN3WARE/README.md

Typing SVG



🎯 What I Do

class VarunRao:
    def __init__(self):
        self.role = "AI Engineer & ML Systems Architect"
        self.education = "B.Tech Data Science & AI @ IIT Bhilai"
        self.focus = ["LLMs", "Agentic AI", "Optimization", "Production ML"]
        self.impact = "500+ monthly readers learning AI from my articles"

    def current_work(self):
        return {
            "building": ["Multi-Agent Systems", "Real-time Intelligence Platforms"],
            "optimizing": ["LLM Inference", "Model Serving at Scale"],
            "researching": ["Distributed Training", "Temporal ML", "RAG Systems"]
        }

    def expertise(self):
        return "Turning cutting-edge AI research into production-ready systems"

πŸ› οΈ Tech Stack

🧠 AI / ML & LLMs

Python PyTorch TensorFlow HuggingFace Transformers scikit-learn XGBoost LightGBM CatBoost FastAI OpenCV spaCy NLTK Optuna Pandas NumPy

πŸ€– LLM Frameworks & Agentic AI

OpenAI LangChain LangGraph LlamaIndex CrewAI Ollama vLLM FAISS Chroma Pinecone Gradio

⚑ Infrastructure & MLOps

Docker Kubernetes GCP NVIDIA CUDA MLflow Weights & Biases DVC Prometheus Grafana CI/CD

πŸ—„οΈ Databases & Backend

PostgreSQL MySQL MongoDB Neo4j Supabase FastAPI Flask

πŸ”§ Languages & Tools

C++ Python JavaScript SQL Bash CMake Git Linux Vercel Netlify Notion


πŸ“ˆ GitHub Activity & Stats



✍️ Knowledge Sharing

Β 

πŸ“ What I Write About

Topic Focus
πŸ—οΈ Production ML Systems Architecture & Design Patterns
🧠 LLM Engineering Fine-tuning & Optimization Techniques
πŸ€– Agentic AI Building Autonomous AI Workflows
πŸ”§ Applied ML Real-world Implementation & Deployment

πŸ“Š Writing Impact

Articles Published    70+  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆ
Monthly Readers      600+  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘
Topics Covered        15+  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘
Growing Community     🌱   β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘

πŸ“« Let's Connect

Β  Β  Β 



πŸ’‘ Always Open to: Collaborations β€’ Research Partnerships β€’ Open Source Projects β€’ Speaking Opportunities


Let's build the future of AI together!

⭐ If you find my work valuable, consider starring my repositories!


profile views



Quote

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  1. dml-py dml-py Public

    PyTorch library for Deep Mutual Learning, knowledge distillation, and collaborative neural network training with advanced features and research-backed strategies.

    Python 1 3

  2. Kerala-Ayurveda-RAG Kerala-Ayurveda-RAG Public

    Safe, accurate Ayurveda content generation using CRAG RAG + 6 AI agents. Prevents hallucinations, checks contraindications. OpenAI + Streamlit UI included.

    Python

  3. Reciprocal-Contextual-Poetry-Generation Reciprocal-Contextual-Poetry-Generation Public

    This project develops a novel poetry generation system that integrates context-based learning with reciprocal human feedback, reinforcement learning, and personalization to model a dyadic human–AI …

    Jupyter Notebook 2 1

  4. Bomberman-AI-Project-Group-17-CSL304-Artificial-Intelligence- Bomberman-AI-Project-Group-17-CSL304-Artificial-Intelligence- Public

    An AI-powered Bomberman game built using Python and Tkinter, featuring intelligent bot agents with pathfinding, bomb avoidance, strategic movement, and real-time gameplay simulation. Developed as p…

    Python 2

  5. Paged-Attention Paged-Attention Public

    Implementation of PagedAttention from vLLM paper - a breakthrough attention algorithm that treats KV cache like virtual memory. Eliminates memory fragmentation, increases batch sizes, and dramatica…

    Python 4 1

  6. kaggle-Student-Performance kaggle-Student-Performance Public

    Student Performance Prediction using the Kaggle dataset β€” modular ML pipeline with tuned models, SHAP explainability, and a Streamlit app.

    HTML