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1. PNL-Report-Agent PNL-Report-Agent Public

   A system that use agent to analyze Profit and Loss report and flag anomalies.

   Python

2. portfolio portfolio Public

   A repository to host all the projects I’ve worked on.

   Jupyter Notebook

3. Retrain-llm Retrain-llm Public

   A from-scratch PyTorch course: inject new knowledge into a teacher LLM, then distill it into a much smaller student — measured by cloze recall, laptop-sized.

   Jupyter Notebook

4. train-llm train-llm Public

   A from-scratch PyTorch course: build a modern decoder-only LLM from raw text up to a Mixture-of-Experts variant — no HuggingFace, laptop-sized.

   Jupyter Notebook

5. voice-agent-reference-architectures voice-agent-reference-architectures Public

   Two enterprise-ready voice-agent reference architectures: PatientLine (HIPAA-aware patient access) and WillCall (PCI-aware ticketing). Half-cascade LiveKit pipeline, guardrails enforced in code, sa…

   Python