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1. ollama_rag_asg ollama_rag_asg Public

   AI-powered hybrid RAG FAQ service using Ollama, Mistral, FastAPI, and SQLAlchemy

   Python

2. Clip_Faiss_Streamlit Clip_Faiss_Streamlit Public

   Research tool for semantic image search: Streamlit app combining CLIP & FAISS, supporting natural language queries, t-SNE visualization, and interactive clustering.

   Python

3. Diffusion-Scheduler-Analysis Diffusion-Scheduler-Analysis Public

   a research tool that reveals the hidden mechanics of diffusion models by visualizing how different scheduling strategies affect the image generation process in Stable Diffusion.

   Jupyter Notebook 1

4. Lightly-GPT Lightly-GPT Public

   Agentic AI research project at Lightly.ai: Multimodal system for natural language image exploration, built with LangChain, OpenAI, CLIP, ChromaDB (RAG), KNN clustering, and t-SNE visualizations.

   Python 1

5. LLM-as-a-judge LLM-as-a-judge Public

   A comprehensive evaluation framework for RAG systems that provides both binary pass/fail assessment and detailed quality analysis with 92% validation accuracy.

   Python

6. LLM-Fine-tuning-with-LoRA LLM-Fine-tuning-with-LoRA Public

   Fine-tuning the Qwen 3-0.6B model with LoRA for efficient text generation and deploying it via FastAPI.

   Jupyter Notebook