Hi, I'm
Aman Singh
AI Implementation & Product Leader
I build AI products that work in the real world — not just in demos. Deployed AI for 30,000+ users at USPS. Founder building AI for the trucking industry.
About Me
I sit at the intersection of product and engineering. I can write the spec, understand the architecture, and get it deployed.
At USPS, I led the architecture and rollout of an AI platform that scaled from 1,000 to 30,000+ employees — handling PII detection, role-based access, compliance workflows, and enterprise-wide deployment. I coordinated across engineering, identity, infrastructure, and business stakeholders to ship something that actually stuck.
As a founder at Logixtecs, I'm building Rigsy — an AI suite for the trucking industry. Rigsy Fleet evaluates loads using live data from USDA, EIA, FRED, and BTS. Truckers Routine has 180 active drivers on the App Store. I've collected proprietary data across 1,768 US fuel stations and all major food chains.
I'm most effective in roles where AI needs to go from idea to working system inside complex environments — and where being both technical and product-minded is an advantage, not a conflict.
“I build AI like engineers build security systems — always asking: what are the attack surfaces? Where do things break? What prevents that?”
Experience Timeline
Lead Engineer & AI Platform Architect
USPS
Led architecture and enterprise-wide deployment of USPS's internal AI Data Platform. Scaled from 1,000-user pilot to 30,000+ employees. Built PII detection, role-based access, Okta integration, and full audit logging.
Founder & AI Product Engineer
Logixtecs
Building Rigsy — AI load evaluation and driver co-pilot for the trucking industry. Claude tool use, live USDA/EIA/FRED/BTS data, PostGIS fuel station search, voice-first mobile architecture. Truckers Routine: 180 active drivers, App Store.
AI Consultant / CPO
Envoy Health
Led product lifecycle as CPO in medical tourism space. Now consulting on AI strategy including a conversational doctor-matching platform (in product requirements phase).
What I Do
Taking AI from idea to production inside complex environments
AI Deployment & Implementation
Taking AI from prototype to production inside complex enterprise environments. Configuration, integration, stakeholder alignment, and rollout.
AI Product Building
Designing and shipping AI products end to end — data pipelines, tool use, streaming, mobile architecture, and SaaS business models.
Conversational AI Systems
Building chat and voice-first AI experiences with real-time tool use, context memory, and multi-provider routing.
Data & Intelligence
Collecting and structuring proprietary datasets that power AI decisions — from USDA/EIA/FRED integrations to PostGIS spatial queries.
“I build AI like engineers build security systems — always asking: what are the attack surfaces? Where do things break? What prevents that?
”
Featured Projects
AI products built for the real world — from enterprise platforms to founder-led startups
Rigsy Fleet
AI load evaluation platform for trucking fleet managers. Ask "Should I take this load?" and get a real answer — above/below market rate, net profit after fuel, route data, and lane signal intelligence.
Key Achievements
- Live market rate comparison
- Net profit calculation after fuel
- Lane signal intelligence
USPS AI Data Platform
Multi-tenant, role-based AI platform serving 30,000+ USPS employees. PII detection at ingestion, Okta identity verification, compliance-first design, scaled from 1,000-user pilot.
Key Achievements
- Scaled from 1,000 to 30,000+ users
- PII detection at ingestion
- Full audit logging for compliance
Truckers Routine
Health and wellness app for truck drivers. 180 active users, App Store presence. Nutrition database covering all major US and UK truck stop chains.
Key Achievements
- 180 active drivers
- App Store presence
- Comprehensive nutrition database
Rigsy Driver
Voice-first AI co-pilot for truck drivers — GPS-verified detention tracking, nutrition logging by voice, offline-first mobile, multi-provider AI routing.
Key Achievements
- Voice-first AI interaction
- GPS-verified detention tracking
- Offline-first mobile architecture
Let's Build Something Real
I'm actively exploring AI implementation, solutions engineering, and product roles at companies where AI needs to actually get deployed — not just pitched. If that's you, let's talk.