Selected Work
Production engagements from founders, executives, and product teams — the stack choices, tradeoffs, and outcomes behind each build.
Mobile
Sports
Vitera: Health Analytics for Athletes
Mobile health analytics app integrating Apple Health with proprietary scoring algorithms and AWS infrastructure for competitive athletes and high performers.
Full-Stack
Healthcare
Enterprise Data Platform & Partner Integration Portal
Full-stack enterprise data platform for a Fortune 500 global healthcare company — managing 130,000+ customer accounts across a global partner ecosystem.
Full-Stack
Fintech
Social Media Platform from Migration to Acquisition
Re-architected, scaled, and hardened a full-stack social media platform — from a dual cloud migration through payment infrastructure to its 2023 acquisition.
Cloud Engineering
Healthcare
Modernizing a Multi-Account AWS Data Platform
Re-architected a fragmented AWS environment into a governed, secure, and scalable cloud data platform for a global healthcare enterprise.
Cloud Engineering
Energy
Cloud Data Platform & Solar Operations Intelligence
AWS-native data platform, real-time API layer, and executive analytics dashboards unifying fragmented CRM data into a single source of truth for solar operations.
AI & ML
SaaS
Multi-Model AI Platform: Notebooks to Production
Serverless, container-based multi-model AI pipeline — transforming Jupyter notebooks into a fully managed, production-grade AWS platform serving elite coaching clients.
AI & ML
Developer Tools
AI Agent Simulation Platform for Iso AI
Productized Jupyter notebooks into containerized, API-driven simulation environments on AWS — 12× faster performance and 130 organic SDK installs in 17 hours.
AI & ML
Finance
No-Code ML Pipeline: Stock Prediction & Visualization
End-to-end no-code machine learning pipeline for AWS — from raw NASDAQ data to time-series forecasting with SageMaker Canvas to interactive QuickSight dashboards.
AI & ML
Sports
Computer Vision Pipeline for Competitive Tennis
Multi-stage computer vision pipeline transforming match footage into biomechanical analysis — pose estimation, distance calibration, shot classification, annotated video.
Security
SaaS
48-Hour Incident Response & Enterprise Security Remediation
Full AWS account recovery from an active cybersecurity breach, operations restored in under 24 hours, with a 14-step security lockdown protocol.
Kubernetes
SaaS
Secure Gen AI on Kubernetes: Multi-AZ RAG Platform
Production-grade, zero-trust Generative AI platform on Amazon EKS for a Fortune 500 SaaS — turning a fast-moving prototype into a multi-AZ, enterprise-scale Retrieval-Augmented Generation system.
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