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1. customer-product-insights-pipeline customer-product-insights-pipeline Public

   End-to-end analytics pipeline using Python, SQLite, Ollama and Power BI to combine Olist sales data with AI-enriched customer reviews.

   Python

2. llm-prompt-fragility llm-prompt-fragility Public

   Measuring how LLM accuracy shifts under different prompt framings. 400 MMLU questions, 5 conditions.

   Python

3. customer-message-router customer-message-router Public

   Multi-agent customer message router with grounded RAG and deliberate refusal. Built on Banking77, evaluated with bootstrap confidence intervals.

   Python

4. llm-refusal-ablation-study llm-refusal-ablation-study Public

   Studying how safety alignment is encoded in LLM weights, using Arbitrary-Rank Ablation to isolate and remove the refusal direction in Gemma 4 E2B.

   Python

5. AgeClassification AgeClassification Public

   PyTorch age classifier (CNN + MobileNetV2) trained on UTKFace, with live webcam inference.

   Python

6. statistics-projects statistics-projects Public

   Two ETF data projects: hypothesis testing & correlation, then regression modeling and prediction.

   Jupyter Notebook