Hi, I'm Neil

I build products with lean teams and AI

B2B SaaS · B2B2C Payments · AI Native Products

From zero to shipped product. I own the full lifecycle.

CSPO Certified🎓 NYU Tandon '23

Interested in discussing your next product?

Coffee chat

How I Work

I break problems down to first principles before jumping to solutions. User interviews, journey mapping, and data shape the "what." PRDs, wireframes, and prioritization frameworks shape the "how." Every decision ties back to business impact, not just product polish.

I work closely with engineers from day one. I contribute hands-on during early dev and QA using an AI-integrated workflow. Not theoretical. I prototype, debug, and ship alongside the team.

Totally random, but...

I got curious about how edge AI and real-time data pipelines power public safety. So I wrote a deep-dive on Flock Safety's tech stack.

If that interests you:

Check it out

Building with AI

This isn't theoretical

I use AI to build full applications and work alongside developers in their workflow for debugging, prototyping, and acceptance testing. From shipping MVPs to validating requirements in production.

5.71B tokens processed. Don't ask what that cost.

Built with AI · 60 days

Consumer Mobile App

Built a social coordination app from scratch. AI-powered matching, location-based discovery, automated notifications. Defined end-to-end and shipped in 60 days.

Vercel AI SDKGoogle PlacesSendGridSupabase

Currently building with Opus 4.6 and Codex 5.3.

Highlights

Things I've shipped

90 days

Stealth startup · Live

Payments · PropTech

Payment System

Built production payment and reconciliation workflows for a stealth startup. State machines, webhook lifecycle, ERP integration, multi-flow exception handling. Debugged payment flows end-to-end using AI.

14 days

Shipped and validated

AI · Automation

AI Agent MVP

Not everything needs to be an AI agent. But repeatable investigations with structured patterns and financial data? That's exactly when it does. Built on LangGraph with workflow orchestration and HITL approvals.

$200K

ARR unlocked · 45 days

Real Estate · Operations

Process Automation

The company couldn't lease. The process map was fiction. Ran 50+ user interviews, found where pricing and handoffs actually broke, and redesigned the leasing flow. Inventory went to zero.

Design Taste

AI-built. My standard.

Websites I designed and built with AI. My baseline. Satisfactory. My actual design bar is premium, editorial-level UI. But when timelines are tight, this is the minimum I'll ship.