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btboilerplate/README.md

πŸ€– AI & ML

LangChain LangGraph RAG Agentic AI Stable Diffusion Vision Transformers Transformers Sentence Transformers Fine-tuning


πŸ’» Core Languages & Frameworks

Python FastAPI PyTorch REST APIs


πŸ‘οΈ Computer Vision & Face AI

InsightFace Face Detection & Recognition Image Segmentation OpenCV


πŸ” Search & Retrieval

Vector Search Semantic Embeddings FAISS Elasticsearch


πŸ€– LLMs & Models

LLaMA DeepSeek Gemma GPT (OpenAI) Claude (Anthropic)


☁️ Infrastructure & Tools

Docker AWS Git GitHub NumPy Pandas VS Code


Always learning

Pinned Loading

  1. LORA-QLORA-on-Llama2 LORA-QLORA-on-Llama2 Public

    Implements LoRA and QLoRA parameter-efficient fine-tuning pipelines for LLaMA-2, demonstrating memory-efficient LLM adaptation workflows using HuggingFace Transformers and PEFT.

    Jupyter Notebook 1

  2. RAG-Systems-Lab RAG-Systems-Lab Public

    A modular RAG experimentation framework benchmarking BM25, vector, hybrid, and reranked retrieval using Recall@1, Recall@5, and MRR, designed as a foundation for future agentic RAG systems.

    Jupyter Notebook 1

  3. rt-verification-agent rt-verification-agent Public

    Python

  4. stable-diffusion-v1.5 stable-diffusion-v1.5 Public

    Jupyter Notebook