Featured Projects

A curated set of production-oriented machine learning and agentic AI builds. Each card includes key outcomes, implementation highlights, and a direct path to a full case study.

Dashboard illustration for GameThread sports analytics platform with charts and AI assistant panel

ML-Powered Data Product

GameThread: Multi-Sport Predictive Analytics

A production-grade NBA analytics platform built across 7 architectural phases — from raw data ingestion to an agentic AI chatbot. Combines an XGBoost/LightGBM/TensorFlow ensemble with SHAP explainability and Kelly Criterion bet sizing, a LangGraph multi-agent Gemini RAG chatbot (ChromaDB + pgvector, Langfuse tracing), and a full MLOps loop with drift detection and retrain-policy evaluation — all deployed on Google Cloud Run with Cloud SQL, Vertex AI, Pub/Sub, and Cloud Scheduler orchestrating daily pipelines.

PythonFastAPIPostgreSQLCloud SQLXGBoostLightGBMTensorFlow

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Learning platform illustration showing connected AI and machine learning concept nodes

EdTech Product

Concept Lab: Interactive Learning Curriculum

A continuously expanding interactive learning platform built from my study notes across diverse technical domains. Spanning subjects from Machine Learning and Agentic AI (e.g., RAG, LangGraph) to core Software Engineering and System Architecture, it serves as a dynamic repository that simplifies complex concepts for better retention.

Next.js 16React 19Generative AIMachine LearningData EngineeringSystem Architecture

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