Micah Bly

Product Manager (AI/ML)

Shipped AI Products That Drive Real Results

$1B+
Value Processed
300K+
Users Acquired
$100K+
Cost Savings
48%
Budget Reduction
600K
YouTube Subs Grown
16+
Products Shipped

LinkedIn | GitHub GitHub

"Speaks creative and code" - Bridging vision and execution

Proven Track Record

12 Client Projects, Measurable Impact

Fortune 500 to startups: Disney, Verizon, PBS, Harmony Protocol, and more

?

Disney Publishing

DisneyBooks.com

Product Manager for 3 high-traffic properties: Books.Disney.com, ReadRiordan.com, PigeonPresents.com

+28%
Traffic Growth
48%
Budget Reduction
218K books
Database Size
<1s
Query Speed
28% increase in daily pageviews over 2 years
48% reduction in development budget

Laugh Factory

LaughFactory.com

Transformed outdated MySpace-dependent web presence into modern content portal

2,567%
Daily Users Growth
30K → 600K
YouTube Subs
Page 1
Search Rankings
600 → 16,000 daily active users
30,000 → 600,000 YouTube subscribers

KCET - PBS SoCal

Live Streaming Infrastructure

Built live streaming capability as backup to broadcast antennas threatened by local fires

300K
New Viewers/Week
New Stream
Revenue Impact
Pre-crisis
Deployment
300,000 new weekly online viewers
Service deployed before fires occurred

Harmony.one Dev DAO

Q&A Knowledge Base Platform

Custom Q&A platform with automated support bot after Stack Exchange rejection

$11M
Cost Savings
60%
Repeat Questions
Exceptional
User Feedback
$11M in operational cost savings
60% of questions identified as repeats
Verizon

Verizon Employee Portal

Gamified Rewards System

Gamified employee bonus experience with physical scratch-off cards and online portal

9.2/10
CSAT Score
Exceptional
Employee Rating
9.2/10 employee satisfaction (CSAT)
Commissioned for follow-up iteration

Spirit Awards

SpiritAwards.org

Rebuilt outdated WordPress site with ticketing and mobile app integration

$50K+
Cost Savings
5
Team Size
On-time
Delivery
$50K+ labor savings vs development costs
Launched in time for awards ceremony

Impact at Scale

Quantifiable results across 16+ products spanning Fortune 500 enterprises, blockchain platforms, and high-growth startups

🚀
16+
Products Shipped
From Fortune 500 to startups
💰
$100K+
Cost Savings
Delivered to clients
👥
1M+
Users Impacted
Across all platforms
⛓️
$1B+
Value Processed
Blockchain ecosystems
📈
2,567%
Max Growth
User acquisition record
90%
Cost Reduction
AI infrastructure optimization
🎯

Strategic Focus

Product decisions driven by measurable ROI and business impact

🔧

Technical Depth

Full-stack execution from architecture to deployment

📊

Data-Driven

Every decision backed by metrics, user research, and analysis

Skills & Capabilities

Product manager who speaks both creative and code, with deep expertise across strategy, AI/ML, and full-stack development

🎯

Product Strategy

AI Adoption Planning ROI Analysis Stakeholder Alignment Budget Optimization User Research Market Validation
🤖

AI & ML

MCP Integration LLM APIs (Claude, GPT-5, Groq) Prompt Engineering AI Infrastructure Model Selection AI Product Design
💻

Full-Stack Development

SvelteKit TypeScript Python React Node.js SQL/NoSQL
☁️

Cloud & Infrastructure

Google Kubernetes (GKE) Supabase Docker CDN Configuration GPU Compute Cloudflare Workers
📊

Data & APIs

REST APIs GraphQL Database Design Data Analytics SEO/SEM A/B Testing
👥

Team Leadership

Cross-functional Teams Developer Management Agile/Scrum Stakeholder Communication Budget Management Technical Writing

Professional Background

Industries

  • • Media & Entertainment (Disney, PBS, Netflix)
  • • Enterprise (Verizon, Fox Corporation)
  • • Blockchain & Web3 (Harmony Protocol)
  • • Healthcare (Surgical Education)
  • • Finance (Wealth Management)
  • • SaaS & Startups

Experience

  • • Fortune 500 to early-stage startups
  • • 16+ products shipped to production
  • • Managed teams of developers & designers
  • • $65K to multi-million dollar budgets
  • • AI/ML product development since 2023
  • • Traditional PM experience since 2015

More AI Projects

Morphbox

Secure AI Development Sandbox

Docker-based AI sandbox with Claude integration for secure development

Secure sandboxed environments
Claude Code integration
Open source project

Docker, Claude API, Security

AutoNewsletter

AI Newsletter Automation

AI-powered newsletter automation connecting 30+ sources

30+ source integrations
Automated content curation
Professional email generation

AI Content Curation, Email Automation, API Integration

SimplyCodes AI

Privacy-First Coupon Extension

Privacy-first browser extension using local AI for coupon discovery

Local AI processing
Zero data collection
Automated coupon testing

Local AI, React, Browser Extension

?

Disney AI Hub

Enterprise AI Adoption Strategy

Comprehensive AI adoption strategy across Disney ecosystem

35+ use cases documented
$125M+ projected savings
Real industry data

AI Strategy, Business Analysis, SvelteKit

Fox Corporation Hub

Enterprise AI Implementation

Enterprise-grade AI implementations and strategic insights

Enterprise focus
Industry standard approaches
Professional presentation

Enterprise AI, Strategy, SvelteKit

More Client Projects

Surgical Education

Grant Management Platform

Centralized grant application platform for 5 surgical specialties

5% increase in monthly applications within 2 months
"Exceeds expectations" rating from physicians

Geometric Wealth Advisors

Investment Calculator

Comprehensive investment calculator with PDF generation and email delivery

Models all investment types offered by firm
Automated PDF generation from calculations

Film Independent

WordPress Modernization

Upgraded outdated WordPress platform with dynamic features and social integration

WordPress core upgrade completed
Dynamic calendar functionality

Harmonauts.org

Crypto Q&A Platform

Custom Q&A platform with crypto rewards after Stack Exchange rejection

60% reduction in repeat questions
Automated answer bot for Telegram

Jahmla 2021

Nonprofit Timeline Rebuild

Recovered lost website using hybrid strategy: scrape frontend, rebuild backend

$1,000 saved in development costs
$50/month ongoing hosting savings

NerdAndArtist.com

Restaurant Website Builder

6-year startup building affordable website builder for restaurants

Surveyed 500 California restaurants
<$10/month pricing based on research

Let's Build Something Great

I'm a Product Manager who bridges creative vision and technical execution, with deep expertise in AI/ML products and a proven track record across Fortune 500 enterprises, blockchain platforms, and high-growth startups.

My approach combines strategic product thinking with hands-on technical execution. I don't just design products - I build them, ship them, and measure their impact.

Currently focused on AI/ML product development, MCP integration, and helping teams ship products that drive measurable business value.

Micah Bly - Product Manager (AI/ML)

Portfolio built with SvelteKit • Hosted on Cloudflare