Faced with a tight budget and ambitious goals, the client needed a professional, functional website—fast. Hiring a full team wasn’t an option, so I stepped in as Product Manager and assembled a lean, efficient build process powered by AI. Using a variety of advanced prompting techniques, I collaborated with AI to cover every role:
💻 Web Developer — coded responsive layouts and interactions
📝 Content Strategist — crafted messaging and optimized copy
🎨 Designer — iterated on visual elements and user flow
🔍 QA Tester — identified bugs and improved performance
This wasn’t just cost-saving—it was strategic. I used AI as a true execution partner, while I owned the product vision, experience design, and delivery. The result? A clean, effective website that met client goals without the overhead of a full production team.

As the Product Manager for this educational game, I identified a key friction point for teams adopting AI tools: low confidence and poor retention around core AI concepts.
The client needed a way to upskill their cross-functional team. Their goal was to build shared fluency in AI terminology without relying on intimidating technical training sessions.
I led the development of a browser-based quiz game that simplifies AI concepts through interactive learning. My goal wasn’t just education—it was strategic enablement.
Product Highlights:

• Built entirely in JavaScript for frictionless deployment—no setup required
• Uses playful UI and progressive difficulty to reinforce understanding
Content focused on terms that directly support AI-driven feature delivery

Client & Business Impact:

• Accelerated AI onboarding for non-technical teams
• Improved cross-team communication by aligning terminology
• Supported the client’s broader AI adoption goals without formal training resources
• Gave managers a scalable tool to assess and close knowledge gaps

Through strong product vision, tight scope definition, and continuous iteration based on user feedback, I aligned the product with the client’s strategic goals: empowering teams to build and ship AI features with shared understanding and confidence.

When I set out to build this Dungeons & Dragons character generator, I had zero experience with the game. What I did have was curiosity, a passion for problem-solving, and a hunch that AI could make character creation simpler—even for newcomers like me.
For those unfamiliar with D&D: creating a character isn't just picking a name. It's an elaborate process involving races, classes, stats, backstories, progression rules, and alignment with a complex rulebook. It's part game design, part math, part storytelling.
I approached it like a product challenge:

• Researched core mechanics and player expectations
Gathered continuous user feedback (especially from experienced players)
• Designed a UI that balanced customization with ease
• Used AI to generate rule-consistent stats and rich narrative backstories

The result? A clean, web-based generator powered by OpenAI and praised by players as “the easiest and clearest” tool they’ve used.
It was more than just a fun project—it sharpened my skills in user research, AI tooling, and simplifying complexity, all of which I bring to every AI product I build.