AI Product Manager · Technical Business Analyst · GenAI Builder
Using AI to amplify human insight, creativity, and execution.
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I'm a product-minded AI builder with a Computer Science background and an MS in Technology Management from the University of Illinois Urbana-Champaign.
I work across AI product management, technical business analysis, UX research, and rapid prototyping — translating ambiguous user/business problems into workflows, requirements, experiments, and working product concepts.
Previously, I led evaluation and rollout work for GitHub Copilot + Microsoft 365 Copilot at UIUC, focusing on adoption, ROI, stakeholder alignment, and practical enterprise AI use cases.
- AI product workflows — RAG systems, prompt/context engineering, agentic workflows, AI-assisted productivity
- Technical business analysis — requirements, process mapping, stakeholder discovery, systems thinking
- Product execution — roadmaps, prioritization, KPI frameworks, A/B testing, adoption loops
- UX and research — personas, journey maps, usability testing, user-centered AI experiences
- Rapid prototyping — AI tools, browser extensions, dashboards, workflow automation, lightweight product demos
| Link | What it is |
|---|---|
| Resume | Current resume for product, AI, business analyst, and technical roles |
| Writing Samples | Product thinking, analysis, UX, and strategy writing |
| Medium | Public essays and analysis |
| GitHub Projects | Experiments, prototypes, technical projects, and learning artifacts |
| Professional profile and contact |
| Area | What I explore |
|---|---|
| GenAI product systems | RAG, prompt engineering, context design, AI evaluation, human-in-the-loop workflows |
| AI-assisted work | Copilots, AI coding tools, productivity workflows, agentic tooling |
| Local AI + voice tools | Local models, TTS workflows, GPU-friendly AI experiments, browser-based AI utilities |
| Product and UX research | User journeys, research synthesis, opportunity framing, adoption analysis |
| Analytics and BI | SQL, dashboards, KPI design, Power BI, Tableau, Excel, VBA/macros |
Product / BA
Roadmapping · Requirements Gathering · User Stories · Process Mapping · Feature Prioritization · Stakeholder Management · Agile/Scrum · KPI Frameworks · A/B Testing
AI / Technical
Prompt Engineering · RAG Systems · LLM Integration · AI Evaluation · Agentic Workflows · Python · SQL · React · APIs · Git/GitHub
Analytics / Productivity
Power BI · Tableau · Excel · VBA/Macros · Jupyter · Data Analysis · Dashboarding · Experiment Analysis
UX / Research
User Research · Persona Development · Journey Mapping · Usability Testing · Figma · Research Synthesis
AI tools I use / test
ChatGPT · Claude · Gemini · Perplexity · GitHub Copilot · Codex · Claude Code · Cursor · Windsurf · Ollama · LM Studio · Hugging Face · n8n
I'm especially interested in roles where I can combine:
- product thinking
- business/process analysis
- hands-on AI tooling
- user research
- technical execution
- enterprise AI adoption
Open to opportunities in: AI Product Management, Technical Product Management, Business Analysis, Product Operations, GenAI Strategy, and AI-enabled workflow/product roles.