Transforming Ideas into Revenue-Generating AI Products

CTO • AI/ML Leader • Product Visionary

20+ years transforming cutting-edge technology into revenue-generating products. Currently leading Mindshow's technical transformation, converting proprietary tools into scalable SaaS platforms that revolutionize content creation.

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Skills
Experience
Leadership
AWS

AI-Powered Solutions

From proof-of-concepts to revenue-generating products

🧠

Coral Agent Solver Pattern

AI Agents Problem Classification Python Async/Await

Technical implementation guide for building intelligent problem-solving agents within the Coral Protocol ecosystem. Features modular architecture with specialized solvers, LLM-based classification, and robust error handling for seamless integration with distributed agent networks.

Agentic AI Systems
Decentralised AI Network
LangGraph Patterns
Multi-Agent Workflow
View Technical Guide →
📄

AI Resume Optimization Platform

TF-IDF BERT Models ATS Optimization Privacy-First

Created a SaaS web app from 0 - 1 in 3 weeks, and brought it to market ready for user sign ups with payment options. It provides AI powered analysis of a resume with a job description, along with Gap Analysis, Optimizations, Key word Fine tuning, and Cover letter glowupmyresume.com

85% ATS Pass Rate
3x Response Rate
2min Optimization
View Case Study →
📈

AI-Powered Trading Dashboard

Claude AI JavaScript Real-time Data ES Futures

Built complete ES futures trading dashboard using Claude AI. 60+ features including Volume Profile analysis, proprietary algorithms, entry and exit target calculations. An honest look at AI-powered development reality.

7 Days Total
21K+ Lines of Code
60+ Features
View Case Study →
🔧

AI-Powered Contractor Onboarding

React Firebase Lovable Cursor

Developed contractor onboarding system for Mindshow using AI development tools. Delivered complete solution with 50+ form fields, 7 automated email workflows, and role-based access in just 2.5 weeks vs 8-10 week traditional timeline.

68.6% Cost Savings
2.5 Week Delivery
15K+ Lines of Code
View Case Study →
🎭

AI Driven Lip Sync Engine

LLaMA PyTorch AWS Lambda Real-time Processing

Developed AI-powered phoneme-to-viseme transcription using fine-tuned LLaMA models. Replaced traditional dictionary lookups with adaptive, context-aware solutions processing thousands of animations daily.

99.9% Accuracy
45ms Latency
10K+ Requests/min
🎨

AI Image Relighting Pipeline

Stable Diffusion ControlNet IP-Adapter GPU Optimization

Trained Stable Diffusion 1.5 model on 11,000+ before/after image pairs for professional relighting and color grading. Maintained identity and scene structure while achieving cinematic quality.

95% Match Rate
11K+ Training Pairs
<60s Per Image
🎵

Audio-to-Emotion AI

NVIDIA Audio2Face Emotion Detection Blendshapes

Integrated emotion detection with NVIDIA Audio2Face for dynamic facial animations. Extracts emotional tone and speech patterns to generate realistic expressions in real-time 3D characters.

7 Emotions
60fps Performance
💻

AI Code Analysis Tool

LLM Integration C# Parser RAG 4M+ Tokens

Built tool processing multi-million token codebases for automated debugging and optimization. Maintains security while providing intelligent suggestions via ChatGPT integration.

4M+ Tokens
85% Bug Detection
10x Faster Debug
🎤

Voice-to-Slide Generator

OpenAI Whisper DeepSeek AI Reveal.js Node.js

AI-powered presentation creator that transforms 3-minute audio recordings into polished slide decks. Uses Whisper for speech-to-text and DeepSeek for content generation, with automatic speaker notes and multiple export formats including HTML and PDF.

3min Audio Input
Full Deck Generated
25MB Max File Size
📊

Employee Engagement Pulse Dashboard

Claude AI QDrant Slack API Chart.js

Real-time Slack sentiment analysis dashboard for monitoring team engagement and identifying burnout risks. Analyzes messages, reactions, and stress indicators to provide early warning alerts and actionable insights for management intervention.

Real-time Analysis
Burnout Detection
15min Setup Time
🕰️

Codebase Time Machine

Claude AI D3.js Git Analysis simple-git

Navigate any codebase through time with AI-powered insights into feature evolution and architectural decisions. Interactive timeline visualization using D3.js combined with natural language queries about code evolution patterns and business logic development.

Full Git History
AI Insights
Interactive Timeline
🧠

Universal Knowledge Graph Builder

Claude AI QDrant D3.js RAG

Convert document archives into interactive knowledge graphs with RAG-powered natural language Q&A. Supports multiple file formats, performs entity extraction and relationship mapping, with semantic search capabilities for intelligent document exploration.

100MB Max Docs
Vector Search
Interactive Graph
🔍

Visual Memory Search

DeepSeek AI QDrant FastAPI OCR

AI-powered screenshot search engine enabling natural language queries for both text content and visual elements. Combines OCR text extraction with visual scene analysis using vector embeddings for semantic search across your screenshot history.

OCR+ Visual AI
Top 5 Results
Natural Language

Career Journey

From embedded systems to AI-powered platforms

Chief Technology Officer
Mindshow
📍 Los Angeles, CA
2024 - Present

Leading transformation of animation tools into scalable SaaS platform. Built AI-powered solutions reducing production time by 40 hours per project.

Technologies
SaaS
Strategic Planning
Team Leadership
Animation Tools
3D Content
Product Strategy
Director of Engineering
Zoic Labs
📍 Los Angeles, CA
2022 - 2023

Launched iOS AR education app from ideation to market. Architected multi-cloud infrastructure supporting 99.9% uptime.

Technologies
iOS
AR/VR
Multi-cloud
AWS
Engineering Leadership
Enterprise Solutions
Engineering Manager
Illumix
📍 San Francisco, CA
2021 - 2022

Managed AR virtual try-on platform serving 1M+ users. Led team of 15 engineers through rapid scaling phase.

Technologies
AR/VR
Team Leadership
Platform Engineering
Scaling
Mobile Development
Freelance Consultant
Self-Employed
📍 Various Locations
2018 - 2020

Google Stadia integration, Biotech AWS architecture, Algorithmic trading system achieving 18% annual returns.

Technologies
AWS
Cloud Architecture
Trading Algorithms
Gaming Platform
Biotech
Technical Director AR/VR
Inhance Digital
📍 Los Angeles, CA
2014 - 2018

Won 3 Telly Awards for Fortune 500 AR/VR implementations. Generated $20M+ in project revenue.

Technologies
AR/VR
Unity
Enterprise Solutions
Project Management
Revenue Generation
Computer Scientist II
Honeywell Aerospace
📍 San Diego, CA
2011 - 2012

Developed compression algorithm for data transfer from On-Board Software to Ground Based Station for Apache Longbow, Chinook and Blackhawk helicopters.

Technologies
Embedded Systems
Avionics
Real-time Systems
Compression
C/C++

Ready to Scale Your Vision

Ready to transform your AI vision into production reality? Let's discuss how I can help accelerate your technology strategy.