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1. Module7-Synthetic-Data-Generation-Fine-Tuning-QLoRA-Assignment Module7-Synthetic-Data-Generation-Fine-Tuning-QLoRA-Assignment Public

   Synthetic Data Generation & Fine-Tuning (QLoRA) Assignment

   Python

2. Module6-About-Voice-Agent-with-Function-Calling Module6-About-Voice-Agent-with-Function-Calling Public

   Voice Agent with Function Calling

   Python

3. Module5-Hybrid-Retriever-SFT-FAISS-FTS5-BM25-LoRA-QLoRA Module5-Hybrid-Retriever-SFT-FAISS-FTS5-BM25-LoRA-QLoRA Public

   Week 5 project: build a hybrid retriever that fuses FAISS dense vectors with SQLite FTS5/BM25 keyword search (RRF/weighted fusion), plus a Supervised Fine-Tuning (SFT) pipeline (Full FT vs LoRA/QLo…

   Python

4. Module4-AG-Pipeline-over-Personal-Docs-FAISS-Chroma-LangChain-QA-OpenAI-vLLM Module4-AG-Pipeline-over-Personal-Docs-FAISS-Chroma-LangChain-QA-OpenAI-vLLM Public

   Week 4 project: build a Retrieval-Augmented Generation (RAG) pipeline over your own docs (resume/portfolio). Includes embedding, vector DB (FAISS/Chroma), retrieval, LangChain QA, and evaluation; s…

   Python

5. Module3-Mini-Pretraining-Data-Local-Voice-Assistant-OCR-Web-ASR-LLM-TTS Module3-Mini-Pretraining-Data-Local-Voice-Assistant-OCR-Web-ASR-LLM-TTS Public

   Week 3 project combining a mini pretraining data pipeline (web scraping, OCR, cleaning, deduplication) and a local real-time voice assistant (ASR, LLM, TTS).

   Jupyter Notebook

6. Module2_v1-Data-Collection-Extraction-OCR-Web-ASR-Cleaning-Dedup Module2_v1-Data-Collection-Extraction-OCR-Web-ASR-Cleaning-Dedup Public

   Hands-on project for data collection & extraction (Week 2). Implements OCR (Tesseract), web scraping (arXiv), PDF text extraction, automatic speech recognition (Whisper), and dataset cleaning/dedup…

   Python