"The best way to predict the future is to invent it."
— Alan Kay
AWS Internal WAF Rule Simulator
Interactive web simulator for testing AWS WAF rules against configurable traffic flows. Export to Terraform or JSON.
New AquaSDG
AI water security analysis using Google's Groundsource dataset, FloodHub, and Gemini. Recommends infrastructure investment for UN SDG 6 compliance.
New March Madness Agent Swarm
Multi-agent NCAA bracket predictor. Configure swarm size and agent personas. Update simulations in natural language.
New Wine Quality & Price Predictor v2
CatBoost model on 130K reviews achieving 98% rating accuracy. SHAP interpretability, taster bias correction, and interactive UI.
SmartDose
IoT medication adherence platform. React Native + Node.js + DynamoDB + ESP32 hardware. $15K funded through EECS 495, selected 1 of 10 out of 50+ proposals.
Research AI/ML Governance Framework
Delivered AI governance recommendations for the City of Prague under OICT. Healthcare predictive analytics and infrastructure management systems.
apurvad.xyz Infrastructure
Production AWS infrastructure: S3 + CloudFront + ACM + Route 53. Migrated from EC2/ALB/NAT ($59/mo) to static hosting ($2/mo) with full TLS and edge caching.