A research-driven AI lab that partners with ambitious businesses to turn ideas into production-grade AI systems.
AI Consultant & Founder
8+ years of engineering experience across Amazon, Groupon, and high-growth startups. I've built fraud prevention systems protecting 800M+ users, led engineering teams shipping production infrastructure from scratch, and migrated monoliths to microservices at scale. Now I bring that same production-grade mindset to AI.
FRE|Nxt Labs exists because I saw too many businesses get burned by AI prototypes that never made it to production. My background in backend systems, platform engineering, and team leadership means every AI system we build is designed to actually work in the real world — not just in a demo.
Track Record
Groupon
SDE 4 (Senior)
Fraud prevention for 800M+ users, 99.9% platform availability
Pillow
Engineering Lead
Built entire backend infrastructure from ground up — payments, transactions, blockchain
FourKites
Senior Software Engineer
Recommendation engines, network optimization platform, system architecture
Amazon
Application Engineer
Monolith-to-microservices migration for payment systems
Three principles that shape every engagement.
Every system we build starts with a hypothesis. We prototype, test, and validate before committing to production.
We don't do one-off builds. We partner with select businesses for the long term, from concept through scale.
We speak both AI and business fluently. Our work is grounded in outcomes that matter to leadership, not just engineering.
Our methodology takes every AI initiative through rigorous research, prototyping, validation, and production hardening. The result: systems that work in the real world, not just in demos.
See Our MethodologyPartner
We work with select businesses on ambitious AI challenges.
Tell us about your challenge. If it's a good fit, we'll schedule a deep-dive call to explore how we can help.