AI Product Manager & Builder

Building tools for Human Connection.

I'm Christopher K-Lee Marks. 0 → 1 Builder crafting systems that help people connect, create, and grow.

Track Record of Impact

$350K+
Bootstrapped Revenue
42%
User Activation Lift
94%
YoY Revenue Growth
5x
LTV Increase

Featured Work

End-to-End Product

LoveNotes

SMS-first micro-ritual helping couples stay connected through daily appreciation prompts and weekly LoveLetters. Built full stack with React, Supabase, Twilio, Stripe, and Gemini AI. Now serving 11 beta couples with 80-90% engagement rate.

Product Management UX Research Full Stack
Read Case Study →
LoveNotes Interface
Product Management

Amplify What You Love

A data-driven, 90-day learning product helping creators build consistent content systems. Validated user insights and generated $250K+ in revenue through strategic product management and user research.

User Research Strategy EdTech
View Case Study →
Amplify Course
Developer Tools

Agent Chat

Local-first, Slack-style interface for orchestrating multiple Claude Code AI agents simultaneously. Built as a single-page web app with Python bridge server, WebSockets for live updates, and SQLite for persistence. A lightweight control plane for parallel AI coding sessions.

Python WebSockets Claude Code
Local Tool →
Agent Chat Interface
AI Matchmaking

Mission Match

Real-time collaboration matchmaking app using AI to analyze compatibility between builders. Built in 72 hours for a hackathon. Features QR-based profile sharing, consent-driven handshakes, and Claude-powered compatibility analysis. Full-stack Next.js app with Supabase backend and real-time updates.

Next.js Claude AI Supabase
View Live Demo →
Mission Match Logo
Productized Service

1-Hour-A-Week Machine

Research-informed content system turning one interview into a month of assets. Generated $100K first-year revenue and 500% client view growth through intelligent automation and systems design.

Systems Design Automation Content
Learn More →
Content Machine

Articles & Research

Personal Operating Systems

Analysis

The future of operating systems is deeply personal. They've moved beyond optimizing output — now they help regulate emotion, attention, and context.

Read Analysis →

Building for Human Connection

Product

How AI-powered systems can strengthen relationships by creating low-friction connection rituals.

Read Case Study →

0→1 Product Strategy

Strategy

Lessons from building and launching products from scratch in the AI era.

Read Article →

Side Quests & Prototypes

Prototype Hour

Live Builds

Weekly live sessions building prototypes from scratch — AI music production, personal OS tools, and creative experiments.

Watch Episodes →

HarmonySync

Biometric AI

Biometric conversation tool helping couples navigate conflict with heart rate monitoring and AI support.

View Demo →

Jobi

AI Automation

AI-powered job search optimizer with automated matching and ATS-optimized resume generation.

Watch Demo →

RAGA

Audio Tech

Official Ableton Live pack with 1300+ loops and custom instrument racks. Deep dive into sound design.

Ableton Store →

EchoSonia

WebXR

VR exploration game using echolocation mechanics. Built with Three.js and WebXR.

Watch Gameplay →

Root Code

Game Dev

3D isometric soulslike exploring humanity's future and AI. Built in Godot 4.

Watch Devlog →

Let's build something
meaningful.

I'm always open to new opportunities, collaborations, or just a friendly chat about the intersection of humanity and technology.