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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. 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

  3. The-Sparks-Foundation The-Sparks-Foundation Public

    Forked from gsatvik/The-Sparks-Foundation

    Jupyter Notebook

  4. QuaterNet QuaterNet Public

    Forked from facebookresearch/QuaterNet

    Proposes neural networks that can generate animation of virtual characters for different actions.

    Jupyter Notebook

  5. deep-motion-analysis deep-motion-analysis Public

    Forked from orangeduck/deep-motion-analysis

    Motion analysis using deep neural networks

    Python

  6. dmpling dmpling Public

    Forked from tsitsimis/dmpling

    Dynamic Movement Primitives in Python

    Jupyter Notebook