Building AI products
that actually ship.
AI Engineer at Scale AI. Founder of UNFROZEN — a live AI coaching SaaS with real paying users and ~97% gross margins. MS in Data & AI from UNT. I turn ideas into production systems.
UNFROZEN EMBER
AI Coaching Platform · Live with real paying users
Built end-to-end solo — from system design through production deployment and incident response. EMBER is a custom cross-session memory architecture using context injection instead of RAG: a single PostgreSQL query injects full user history into the prompt, eliminating retrieval latency while guaranteeing perfect-fidelity recall, returning structured JSON evaluations in under 2 seconds.
PROJECTS
Live Projects Portfolio
All deployed and ready to explore
AI Coaching Platform
Production AI coaching SaaS featuring EMBER — a custom cross-session memory engine using context injection instead of RAG. Ships at ~97% gross margins with real paying users. Built solo, end-to-end.
AI-Powered Code Analysis Engine
Java code refactoring engine using JavaParser AST + Groq LLM API. 7 code-smell detectors at 95% accuracy, JWT-secured REST APIs handling 100+ concurrent requests at sub-500ms.
Cloud ML Pipeline · AWS
End-to-end cloud-native ML pipeline on AWS processing 500K+ customer records. 40% runtime reduction via distributed Hive optimization. 79.9% model accuracy with Tableau dashboards.
EXPERIENCE
Where I've Worked
SKILLS
Technical Expertise
Get In Touch
Open to AI Engineer roles · OPT (July 2026) · No sponsorship fee required