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sid1999-dot/README.md

👋 Hi, I'm Siddharth Basu

🚀 LLM Engineer | Generative AI Developer | NLP & RAG Expert

🔬 Specializing in Fine-tuning LLMs, RAG Pipelines, AI Agents, and Model Benchmarking

📂 Top LLM Projects

1️⃣ Fine-tuning LLaMA on Custom Dataset

  • 🔥 Highlights: Trained a LLaMA-2 13B model on medical Q&A
  • 💻 Stack: PyTorch, Hugging Face, LoRA, PEFT, DeepSpeed
  • 🔗 Repo: LLaMA Fine-tuning

2️⃣ Retrieval-Augmented Generation (RAG) System

  • 🔥 Highlights: Built an enterprise RAG chatbot with FAISS & Pinecone
  • 💻 Stack: LangChain, ChromaDB, OpenAI API, Streamlit
  • 🔗 Repo: RAG Pipeline

3️⃣ LLM Benchmarking & Cost Optimization

  • 🔥 Highlights: Compared GPT-4, LLaMA, and Mistral on latency & cost
  • 💻 Stack: OpenAI API, vLLM, ONNX, DeepSpeed
  • 🔗 Repo: LLM Benchmarking

🛠 Tech Stack

🔹 LLMs: GPT-4, LLaMA, Mistral, Falcon
🔹 ML Frameworks: PyTorch, TensorFlow, Transformers
🔹 Data Retrieval: FAISS, Pinecone, ChromaDB
🔹 Backend: FastAPI, Flask, Streamlit
🔹 Deployment: Docker, Kubernetes, AWS Lambda

📈 GitHub Stats

GitHub Stats
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🌎 Connect with Me

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Popular repositories Loading

  1. lets-upgrade lets-upgrade Public

    ML MODEL DONE WITH DR.INGLE

    Jupyter Notebook 1

  2. ASSIGNMENT1-PYTHON-ESSENTIALS-LETSUPGRADE ASSIGNMENT1-PYTHON-ESSENTIALS-LETSUPGRADE Public

    ASSIGNMENT 1 LETS UPGRADE

    Jupyter Notebook 1

  3. K-means_customer_segmentation K-means_customer_segmentation Public

    Forked from erenonal/K-means_customer_segmentation

    Using K-Means algorithm for customer segmentation due to credit card behavior

    Jupyter Notebook 1

  4. SMART-MEDICAL-BOX SMART-MEDICAL-BOX Public

    From this RTC module, we can know the fixed alarm of taking pills from smart medical box, without ay delay.

  5. ASSIGNMENT-2-LET-S-UPGRADE ASSIGNMENT-2-LET-S-UPGRADE Public

    PYTHON ESSENTIALS

    Jupyter Notebook

  6. html-css-2 html-css-2 Public

    HTML