AI SYSTEMS LAB / BUILDING IN PUBLIC
From product engineer to production AI systems engineer.
A build-first journey through evaluation, agents, production ML, inference, and Edge AI. Progress is earned through tested artifacts, benchmarks, and engineering reports—not course completion badges.
Follow the journey ↗CURRENT PHASE · FOUNDATIONS + GEN AI SYSTEMS
IN PROGRESS
AI Systems Engineering Journey
A public roadmap and engineering journal spanning evaluated RAG, bounded agents, production ML, CUDA, TensorRT, and device-aware inference.
A01BUILT
Nasdaq Learning Lab
An offline-first learning product with sequential modules, quizzes, calculators, journaling, data portability, and installable PWA behavior.
A02 ↗NEXT EVIDENCEEvaluated RAG system · constrained tool agent · benchmark report