// Product Portfolio
Live · In Motion
Portfolio Logic
Background -> Forward Focus
Background
Enterprise
Transformation
Systems
AI + Data
Forward Focus
HealthTech
FinTech
B2C Apps
AI Product Mgmt
Portfolio Map
Same operating pattern, different domains
Capability Origin
Systems / Transformation
AI Product Mgmt
Forward Focus Lanes
HealthTech
FinTech
B2C
AI PM
Why These Builds Belong Together
The projects look different on the surface, but they are all the same operating pattern: take messy human workflows, design the right AI-human handoffs, and produce something people can actually use in real contexts.
Live
PM Interview Coach
Voice-enabled drill app for senior PM interview prep. Seven structured drills targeting specific sub-skills — ecosystem mapping, prioritization, root cause analysis — with AI-scored reps benchmarked to L4/L5/L6 levels.
Live
StudioAI Photos
Turns casual selfies into professional LinkedIn headshots using Gemini image generation. Upload up to 5 reference photos, pick attire and background style, download a studio-quality result. Built in an afternoon — because the alternatives cost $40.
In Motion
Momentum
AI-powered patient intake for physical therapy. Patients organize their clinical story before the visit — Momentum synthesizes it into a structured brief that's ready before the provider walks in. Designed for clinics and health systems rethinking the full patient journey.
Live
AI Personal Operating System
A CLI-driven agent stack running inside Obsidian. Processes daily notes overnight — extracting tasks, routing them to the right projects, scoring priorities, and generating weekly reflections. Running daily since late 2025.
In Motion
HH Payroll
Full-stack household payroll app. Handles gross pay, tax withholding, PTO accrual, versioned pay statements, and payment tracking — built to replace a spreadsheet with something actually auditable.
In Motion
unFlakeable
AI agent that wrangles your friend group into committing to a plan — through a live War Room feed with a selectable agent personality. Drill sergeant, hype man, chaos agent — pick your poison.
// Up Next
What I'm building toward
BestSelf.ai
Structured AI interview that helps you articulate who you are at your best — for job apps, interviews, or personal clarity.
Agent Workflow Builder
Visual tool for designing multi-agent product workflows. Miro meets LangGraph — for PMs, not engineers.
PM Standup Agent
Pulls context from Jira, Slack, and docs to auto-draft your daily standup. Saves 10 minutes, keeps it honest.
// Agent Library
5 agents · Personal OS
These are the agents running in my personal operating system — real, deployed, and processing my work daily. Each one has a defined job, runs on a schedule or trigger, and outputs something I actually use. This is what "leading agents" looks like in practice.
Personal Operating System
Daily Systems
Claude Code · bash · git
Daily Note Processor
Extracts tasks and ideas from freeform daily captures, routes them to the right project or area file, and classifies each as Action (⚡) vs Motion (🔄).
Claude · priority model
Priority Scorer
Ranks all open tasks 0–100 using a multi-factor model: due date, blocking status, manual urgency flags, and goal alignment boost.
Claude · weekly context
Weekly Review Agent
Synthesizes 7 days of daily notes into a structured reflection: task counts by category, Action:Motion ratio, productivity patterns, and next-week recommendations.
Claude · web search · resume
Interview Prep Builder
Combines web-fetched company research, a STAR story bank, and your resume to generate a tailored brief for any interview type in minutes.
Claude · semantic matching
Duplicate Detector
Prevents redundant notes before filing — title matching → keyword search → semantic similarity at 85%+ confidence before anything new is created.
// AI Practicals
Frameworks for the AI era
01
In Motion · AI Practicals
Treat Your AI Like an Employee — Because That's What It Is
The intern → junior → senior framework for calibrating how much direction AI needs at each stage of your working relationship.
02
In Motion · AI Practicals
How I Use Obsidian to Give AI Perfect Context
The system that helped another PM ace an HM interview round. Simple to set up, permanently changes how you work with AI.
// Builder Stack
Tools I ship with
Claude Code
Agentic coding · full-stack
Cursor
IDE · AI pair programming
Google AI Studio
Prototyping · multimodal AI
Anthropic API
Claude · production AI
Supabase
Realtime · auth · database
Vercel
Deployment · edge functions
Codex
Code generation · CLI agent