
Building the Future Where
Humans and AI Think Together
Built an ed-tech startup from code to exit. Now exploring how we can amplify human intelligence through meaningful AI collaboration.
Mission
What I'm Working On
A focused approach to impactful innovation
Sociail
My primary focus is building Sociail, a shared AI workspace where teams and AI agents work in the same context, keeping drafts, decisions, and handoffs connected.

DevAIccelerate
An innovation hub at the intersection of AI and developer experience. Tools, ideas, and experiments to help developers move faster with AI-assisted workflows.

Million Robot March
A concept and awareness project exploring AI consciousness, preventive ethics, and thoughtful human-AI futures.
The Idea Economy
My decade-scale thesis on what changes when AI lowers the cost of execution and raises the value of framing, judgment, and shared context.
Selected Insights
Start with the clearest pieces on AI-native work, trust, and the founder/operator path behind Sociail.
The Productivity Singularity Is a Workflow Problem
AI is collapsing the distance between intent and execution. The real question is whether responsibility is designed into the workflow before action happens.
What Trustworthy AI Collaboration Looks Like
Trustworthy AI collaboration is not about trusting the model. It is about designing the collaboration system around context, roles, human authority, memory, and accountability.
From Cloud Bills to Server Thrills
After cloud GPU bills hit $16K/month for dev workloads, the lesson was not cloud versus on-prem. It was infrastructure as product strategy.

The AI Startup Documentary
We're documenting the Sociail journey from founder thesis to Early Access proof, using AI as part of the creative process without pretending the story is finished.
What We're Capturing:
- ✓Founder decisions, product tradeoffs, and real team moments
- ✓AI-assisted transcription and analysis
- ✓Real stories of triumphs and challenges
- ✓AI-assisted editing experiments, clearly treated as experiments
My Team is My Superpower
Pictured here with the AEFIS team just days before the COVID-19 lockdown. A difficult, transformative time — but also one of our most inspiring chapters. I am forever grateful to those who helped shape that journey.
