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GCP Way Back Home: Agentic AI
Full-stack multimodal agentic system — React frontend + FastAPI backend orchestrating a Google ADK agent via Gemini Live API with bi-directional WebSocket streaming. Deployed on Cloud Run.
Google ADKGemini LiveFastAPIWebSocketCloud Run
View on GitHub ↗02
ClaimCrane: AI Fraud Detector
Insurance fraud detection across 5 verticals — dual-layer pipeline fusing CV forensics (ELA, FFT, Noise, JPEG Grid, EXIF) with Gemma 3 27B vision inference via weighted majority-vote scoring.
Gemma 3 27BFastAPIReactNumPyVercel
Live Demo ↗03
NYC CitiBike Congestion Forecasting
Real-time multivariate time-series system (LSTM/XGBoost/ARIMA) on live GBFS feeds achieving R²≈0.96. Geospatial Streamlit dashboard for station-level risk assessment.
LSTMXGBoostARIMAFastAPIStreamlit
View on GitHub ↗04
Energy-Based Reasoning QA
Transformer EBM + Hierarchical VAE for latent-space iterative reasoning via MCMC. Diagnosed posterior collapse and energy flatness over 400+ GPU-hours.
PyTorchTransformersVAEMCMC
View on GitHub ↗05
UAV Intrusion Detection
15 ML models (90%+ macro accuracy) on Dockerized Raspberry Pi 4 for UAV intrusion detection using sensor waveform and cyber data. Edge-AI compute benchmarking.
CNNLSTMSVMDockerEdge AI
View on GitHub ↗06
Distributed Gene MoA Classification
Distributed multi-class classifiers on Tahoe-100M genomic dataset using Spark ML + PCA on GCP Databricks. Large-scale biological ML pipeline scalability analysis.
PySparkSpark MLPCADatabricksGCP
View on GitHub ↗