01
ImprvHealth
Agentic sports scientist
A training-intelligence product translating coaching, nutrition, recovery, and athlete context into software.
React Native, subscriptions, health data, Coach Nova, applied sports science.
Shipped Product Systems
Selected work
Products, public signal, and proof of taste.
The through-line is not a niche. It is an operating pattern: understand the real workflow, compress it into software, then keep the proof visible.
02
Wellgentic
Applied AI operations
Client-facing product and workflow work where generated artifacts have to preserve source fidelity and survive real review.
AI workflows, client delivery, app surfaces, docs, decks, operational QA.
03
Cognition Ambassador
Public technical signal
Ambassador work around agentic engineering, builder workflow taste, and the discipline of shipping from current evidence.
Cognition, public builder notes, agentic product practice.
04
GroundScope Pro
Operational marketplace
A homeowner and contractor workflow for estimates, project visibility, vendor coordination, and payment-ready handoffs.
React, Supabase, marketplace UX, services operations.
05
NewellTech.ai
Vertical SaaS
Repair-shop operating software for intake, queue visibility, customer updates, and pickup coordination.
Workflow automation, customer messaging, queue design.
OSS and public work
@ben_ai_eng01
orca_ade
OSS contribution
Developer-tooling contribution lane focused on practical workflow quality.
Open source, applied developer experience, review discipline.
02
small harness
OSS contribution
Small reproducibility and testing work with tight boundaries and clear behavior.
Harnesses, automation, feedback loops.
03
OpenClaw
OSS contribution
Contribution and triage work around agent/tooling systems with attention to CI and runtime proof.
Agent tooling, CI, runtime validation.
04
@ben_ai_eng
Build log
Public notes on product systems, agentic workflows, Vercel-grade web taste, and OSS work.
X, public writing, build-in-public signal.
Experiments and tools
01
Forging Fitness
Event operations
Competition operations surface for registration, workout publishing, scoring, and live coordination.
Registration, leaderboards, event publishing.
02
Healthcare RCM Glossary
Knowledge system
Structured reference tool for healthcare revenue-cycle terminology and workflow clarity.
Search UX, taxonomy, content systems.
03
Fitness Career Playbook
Education tool
Career decision support for fitness professionals evaluating roles and pathways.
Career mapping, editorial UX, resource design.