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1. rag-knowledge-chatbot-django rag-knowledge-chatbot-django Public

   Knowledge chatbot using Agentic Retrieval Augmented Generation (RAG) techniques. Full-stack proof of concept built on langchain, llama-index, django, pgvector, with multiple advanced RAG techniques…

   Jupyter Notebook 30 7

2. nixtla-forecasting-at-scale nixtla-forecasting-at-scale Public

   Robust forecast that allows for the creation of hundreds of time-series forecasts, with analysis of performance at different combinations of granularity, time-horizon, and algorithms.

   Jupyter Notebook

3. xgboost-shap-business-analysis xgboost-shap-business-analysis Public

   Trained multivariate model with XGboost + shapley values to make blackbox model explainable. Analysis used for account management and c-suite analysis. Shapley value was wrangled to become useful a…

   Jupyter Notebook

4. digital-garden digital-garden Public

   My personal 'digital garden' where I allow myself to "think with the garage door open". I use this as a canvas for my inner thoughts, working on lateral thinking through the dense linkage of ideas.

   JavaScript

5. streamlit_app streamlit_app Public

   A streamlit UI prototype with a form submission, a table pulled from Google Cloud Platform's BigQuery, and other interactive features. This was quick prototyping work to get familiar with streamlit…

   Python

6. AI-Image-Classification-Neural-Network AI-Image-Classification-Neural-Network Public

   Fine-tuning a facial emotion classifier from scratch with fast.ai. Uses VGG16 architecture, training on 20 epochs with a learning rate of 0.002, achieving a 70.24% accuracy.

   Jupyter Notebook 1