Reach. Grasp. Outgrow.
My process for turning observation into infrastructure.
Reach
Find the Broken Loop
I look for broken loops—places where people waste time, lose money, or accept chaos as normal.
Grasp
Make It Real End-to-End
Then I build the whole thing: product shape, system design, UI, implementation, and the messy last mile.
Outgrow
Turn One-off into Infrastructure
Finally, I turn the one-off into infrastructure—frameworks and engines that make the next build faster and cleaner.
Featured Flagships
Systems that solve real problems and compound over time.

IntakeDesk
A clinical operations decision system that turns messy referrals into triaged, routed, schedulable next actions—safely and fast.
- Turns referral intake into a next-action system, not an inbox.
- Handles messy documents and missing info without stalling the workflow.
- Built with clinical safety and escalation paths as first-class concepts.

Formulate Labs
A product studio building not just apps, but the engines behind them—reusable infrastructure, frameworks, and high-taste delivery systems.
- Engine-first: build reusable primitives before polishing edges
- High taste UI with operational durability
- Systems that compound across ventures

Rheumera
Rheumera is an AI-powered healthcare software solution that integrates EMR data with real-time patient-reported outcomes (PROs). It leverages AI to generate concise summaries and RTM (Remote Therapeutic Monitoring) billing reports, enhancing clinical decision-making for healthcare professionals.
- Patient-generated data translated into clinician-ready signal
- Designed for real patient constraints and adherence
- Workflow-aligned with billing/RTM realities

Leaderboardr
Leaderboardr is a comprehensive golf league management app designed to simplify tracking handicaps, scorecards, and player standings. This sports tech solution ensures real-time synchronization for a seamless league experience from start to finish.
- Designed for live play and social momentum
- Scoring UX optimized for the moment (not “later data entry”)
- Built with extensible “league operating system” primitives
More Work
A selection of apps, systems, and experiments.














The Build Log
Notes on engineering, design patterns, and the systems behind the products. Proof of thinking, not just proof of work.
Formulate Labs: building the engine, not just the app
Most teams aren’t slow because they lack talent. They’re slow because every project starts from scratch.
Why IntakeDesk exists: referrals are broken loops
The problem isn’t that clinics don’t care. The problem is that referral intake is treated like a mailbox instead of an operating system.
Reach / Grasp / Outgrow: the pattern behind my projects
People tolerate a shocking amount of friction simply because it’s familiar. Eventually the chaos becomes part of the identity. That’s usually the moment I’m interested.
Photography
A few snapshots from my travels and projects.
Curating a new set
Fresh shots from the latest travels are explicitly loading... check back soon.
Golf Stats
A collection of my golf statistics and current equipment.
Rounds Played (2025)
117
Handicap Index
10.1
Average Score
89.8
High / Low Score
104 / 78
Avg. Putts / Round
30.4
Fairways Hit
54.7%
Greens in Regulation
41.8%
Sand Saves
16.7%
Up & Down
29.6%
3D Printing & Fabrication
FDM and Resin 3D printing, prototyping, & small-batch manufacturing
Resin printing
High-detail, functional parts for engineering and art.
FDM printing
Rapid prototyping with PLA, TPU, ABS, and other common filaments.
Laser Engraving
Precision engraving and cutting on wood, acrylic, and leather.
CNC Milling
Small-batch subtractive manufacturing for plastics and soft metals.
Materials & Services
Work with me
Build & Ship
Ship a complete, production-ready loop in 4–8 weeks.
From product shape to deployment—built to hold up in the real world.
- Production deployment + monitoring
- Clean handoff: docs + walkthrough
- Instrumentation for outcomes
Systems Audit
Get a concrete plan for what to fix, what to build next, and why.
Deep dive into your architecture and roadmap.
- Find the bottleneck
- 90-day execution roadmap
- Risk register + quick wins
- Architecture diagram + recommendations
Ongoing Partner
Ship continuously without chaos—iteration, reliability, and scale.
Continuous iteration, instrumentation, scaling, and ops support.
- Monthly shipped outcomes
- Observability + incident readiness
- Performance budgets + cost control
- System evolution (not patchwork)
- Minimum 2 months
- Async-first, weekly shipping cadence
Quick intro call
15 min to align
Scope + Plan
Define the win
Ship + Iterate
Outcomes delivered
Start a Project
Let’s clarify the scope and see if we’re a fit.
Availability
- Build & Ship: Limited spots for Q1.
- Audits: Booking 1 week out.
The Promise
- Direct access: No middle managers.
- Weekly shipping: Consistent momentum.
- Total ownership: You own the code + infra.
Join the Build Log
Updates on new projects and articles. Low noise.