AI Systems
QualityWatcher AI
AI-assisted generation, browser execution, evidence, analytics, and human-controlled release gates.
Software Engineer & Solutions Architect
I Create AI-Powered Solutions That Get Used
I turn complex problems into practical solutions—combining product strategy, AI, engineering, automation, and quality to move from an idea to something people and businesses can rely on.
0+
Years Experience
$0K+
Revenue Generated
0K+
Users Reached
0+
Solutions Built
Business & Platform Solutions
Systems Built for Scale and Leverage
I create customer-facing experiences, enterprise platforms, and operational systems—then connect the strategy, engineering, automation, and quality needed to make them work.
Founder & Product Engineer
HeadshotsByAI
A bootstrapped AI photography company serving more than 50,000 users and generating over $200K in revenue through an automated web and mobile product.
AI Photography
Commerce
Automation
Lead Architect & Frontend Engineer
QualityWatcher AI
An agentic AI test automation platform that combines intelligent capture, test generation, autonomous execution, analytics, and human-controlled quality gates.
Agentic Testing
Enterprise SaaS
Quality Engineering
Founder & Product Engineer
MusicFlowAI
A web and mobile AI music platform for turning lyrics and ideas into songs, videos, thumbnails, metadata, and repeatable YouTube-ready creator workflows.
AI Music
Creator Platform
Web & Mobile
Creator & Platform Engineer
SeetYah
Originally built as AgentStorage, SeetYah is direct-to-object-storage infrastructure for AI agents and teams, with signed file access, private agent assets, developer APIs, and human-in-the-loop review workflows.
Agentic Storage
Developer Infrastructure
Human Review
Personal AI Operations Project
Personal / Private
Mission Deck
A private, personal AI operations dashboard for coordinating assistants, tasks, activity, documents, and human review across my own product portfolio.
AI Operations
Agent Orchestration
Automation
Creator & Platform Engineer
Coming Soon
AgentsFarm
A portable agent-persona registry with a package format, CLI, MCP server, marketplace sync, private sharing, and monetization infrastructure.
Developer Tools
MCP
Agent Registry
Consumer Solutions
Practical AI for Everyday Problems
Focused solutions that make new AI capabilities useful across work, personal style, learning, creativity, communication, research, and writing.
HeadshotsByAI
Turns a single selfie into consistent, studio-quality professional headshots.
AI Photography
iOS
Computer Vision
FitCheckPro
An AI fashion stylist for virtual try-ons, outfit planning, and smarter wardrobes.
Virtual Try-On
AI Styling
iOS
LaoshiAI
A personal AI tutor that uses the Feynman Technique to turn any topic into active learning.
AI Tutor
Education
iOS
Deeva
A virtual hair studio for trying new cuts, colors, and styles before committing.
AI Beauty
Virtual Try-On
iOS
Fosho
A personal AI photo and video studio for creating expressive visual content.
Generative AI
Photo & Video
iOS
MusicFlowAI
Turns an idea, mood, or lyric into a complete AI-generated song in minutes.
AI Music
Creation
iOS
Engineering & Architecture
Quality Built Into Every Layer
I design and build complete solutions with quality ingrained from architecture and implementation through delivery, observability, and continuous improvement.
Enterprise Modernization
iPipeline & Wisynco
Engineering quality across fintech, ERP, ecommerce, supply chain, and complex connected workflows.
Platform Reliability
Comcast
UI, API, visual, and performance systems integrated with Kubernetes and continuous delivery.
High-Traffic Delivery
Fandango, Rotten Tomatoes & FOX.com
Launch confidence for payment migrations and major platform rebuilds serving large audiences.
Engineering Foundations
DPD, JMMB & AktaryTech
Reusable API, web, and mobile automation foundations across logistics, finance, and delivery products.
Solutions Engineering Stack
Playwright
Cypress
Selenium
WebdriverIO
Katalon
K6
Appium
TestRail
JavaScript
TypeScript
SwiftUI
React Native
Next.js
Node.js
OpenAI
AI Agents
Supabase
PostgreSQL
RevenueCat
CI/CD
Azure DevOps
Kubernetes
Ways to work together
Services & Speaking
Practical AI support for individuals and companies, plus recent talks and knowledge sharing.
AI services
Turn a Goal Into a Useful AI Workflow or Solution
Book a focused individual working session or start a company discovery conversation for AI workflows, agents, and custom solutions.
Explore company servicesRecent Talks
Data Driven Testing - Increasing Test Coverage and Reducing Test Code
Feb 10, 2021
Spoke about scaling your test automation using the data-driven technique in test automation. Used 3 popular frameworks (Cypress, WebdriverIO, NightwatchJS) to demonstrate that you only need to understand the concept because it can be achieved in any automation project.
Improve Test Maintenance and Coverage with Data-Driven Testing
Apr 28, 2022
Imagine this... You are an automation engineer and you are tasked to automate a workflow in an application that has multiple entry points for different inputs. What is the most efficient way you could ensure that you have all the test coverage that is needed per permutation and that you will be able to easily manage the test data? We know that maintaining test data for automation can be tedious and creating different test cases using different types of test data can be time-consuming. These issues can be solved by separating test data from test scripts. Whether you're a beginner or senior automation engineer, understanding the benefits (and drawbacks) of using data to drive testing can help you save lots of time during test creation and coverage. In this talk, I'll explain the Data-Driven testing approach, how you can leverage it in your test automation, and how you can get started with a data source that works for you. You will learn how to spot tasks that should use this technique, how to prepare test and validation data in one file/data set, how to structure your test code, and what data sources to use in your project.
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