AI Governance & Adoption Engineering • LLM Integration • Workflow Automation
About This Work
With 10+ years of hands-on experience across LLM APIs (Claude, OpenAI, Google), workflow automation (n8n, Zapier), and full-stack development, I understand both the technical depth and product thinking required to ship high-impact tools.
Current work & projects: AI Atlas Observer (AI governance platform), n8n automation workflows, and building adoption frameworks for enterprise teams.
Featured Project
AI Atlas Observer
AI Governance, Cost Management & Adoption Platform
Overview: A comprehensive AI governance and adoption platform for enterprise teams. This project demonstrates complete product thinking: market research, user-centric design, competitive analysis, pricing strategy, and full technical specifications.
Market & Strategy:
- TAM Analysis: $850M-1.1B market (44-45% CAGR)
- Competitive Landscape: Detailed analysis vs. Mavvrik, Holori, MindStudio, Google Cloud
- Go-to-Market: 3-phase rollout (AI Manager → CFO → End User)
- Pricing: 3 models tested, hybrid model recommended
- Financial Projections: Year 1-3 revenue, LTV:CAC analysis
Product Design:
- 3 User Personas with detailed pain points and workflows
- 22 UI Screens with complete interaction patterns
- User journey mapping and emotional arcs
- Validation framework with interview guides
- Success metrics and KPIs per persona
Technical Implementation:
- Stack: React 18+, Node.js, PostgreSQL, Recharts
- MVP Features: Model Registry, Policy Dashboard, RAG Distribution, Analytics
- 8-12 week implementation timeline
- WCAG 2.1 AA accessibility compliance
Product Management Market Research UI/UX Design Full-Stack LLM API's Competitive Analysis
Other Projects
n8n Automation Workflows
LLM-Powered Intelligence Automation
Production automation workflows that extract, analyze, and surface insights from Gong call transcripts using LLM APIs.
Key Workflows:
- Get Feedback: Extracts positive/negative sentiment and actionable ideas from sales calls
- FAQ Generation: Automatically builds FAQ from transcripts
- Intelligent routing to Slack for team visibility
- Scheduled execution for continuous intelligence
Technical Stack:
- Gong API for call metadata & transcripts
- Google Gemini LLM for sentiment analysis
- Multi-stage data transformation (map/merge/filter)
- Slack integration with formatted output
n8nLLM APIs Gong API Slack Integration Data Transformation
Content Broadcaster
WordPress Plugin • Approval Pending
Production-ready WordPress plugin for content syndication between environments. Streamlines QA-to-production workflows with API-driven content distribution.
Features:
- REST API broadcasting to remote WordPress instances
- Portable .zip archives for environment transport
- Environment management & API key generation
- Full content support: posts, pages, taxonomies, images
Why it matters: Solves real pain point for agencies managing content across QA/staging/production environments.
PHP JavaScript REST APIs WordPress
Full-Stack Projects
GitHub Repository
Collection of applications, automation scripts, and LLM integrations demonstrating shipping ability and code quality.
PythonJavaScriptReactNode.jsLLM APIs
Design & Product Work
Figma • Claude • Google Design Tools
Multi-year production design experience at scale. Work spans data visualization, design systems, component libraries, and AI-assisted design workflows.
Companies: IncrediBuild, AppFlyer, 8fig
Figma Design Systems UI/UX Prototyping
Claude Design Explorations
Prompt-Driven UI & Workflow Design
Experiments with using Claude and LLMs for rapid interface design, prompt-driven UI generation, and iterative design workflows.
Claude Prompt Engineering UI/UX Design
Core Skills
AI & LLM Technologies
LLM APIs Anthropic Claude OpenAI GPT Google LLMs Claude Code/Cowork Prompt Engineering AI Agents Google ai studio
Automation & Integration
n8n Zapier API Integration Data Pipelines Workflow Automation
Full-Stack Development
React TypeScript PostgreSQL Python PHP Docker
Product & Strategy
Product Management Market Research Competitive Analysis Pricing Strategy User Research GTM Strategy
Design & UX
Figma Design Systems UI/UX Design Prototyping
Let’s Connect
Interested in discussing AI governance, adoption strategy, or building tools together?