Company
Advanced Universal Ventures
Advanced Universal Ventures, LLC
DSIM — Event-Driven Power Electronics Simulation
A power electronics simulation startup commercializing DSIM, an event-driven circuit simulation engine that eliminates convergence failures and reduces simulation time by up to 95% compared to conventional fixed-step solvers — addressing a long-standing bottleneck in EV, renewable-energy, data-center, and aerospace design workflows.
Problem
- Traditional circuit simulators suffer from convergence failures
- Fixed-step solvers are too slow for complex power electronics
- No native Python API for modern engineering workflows
Product
- Event-driven simulation engine with sub-microsecond switching resolution
- Real-time electro-thermal coupling
- Native Python API supporting SiC and GaN power semiconductors
- Hundreds of device models included
Markets
- Electric vehicles
- Renewable energy systems
- Data centers
- Aerospace power electronics
Company
MigosMigo
MigosMigo, Inc.
Rally — Cross-Platform Social Sports App
A sports technology venture building Rally, a cross-platform social application connecting tennis, pickleball, squash, and paddle players worldwide through partner matching, coach booking, community rankings, and gamified engagement.
Product
- Real-time matchmaking across racket sports
- Coach scheduling and booking system
- Community rankings and review systems
- Custom avatar personalization
Technology
- iOS app built with Swift
- Cross-platform web app in Flutter
- Full-stack architecture
- Gamified engagement features
Traction
- Active beta testing across racket sport communities
- Validated product-market fit through user research
- Growing pre-launch waitlist
Open Source
Software & Hackathons
Carbon Tracer AI — Google Gemini Hackathon
Led a team to build an AI-powered mobile application that quantifies individual carbon footprints and analyzes product lifecycle emissions using the Google Gemini Vision API, integrating LLM-based reasoning to translate complex environmental data into intuitive, user-facing insights.
MCP Shield — IBM Bob Hackathon
Built MCP Shield, a security scanner for Model Context Protocol (MCP) configurations, agent tool definitions, and prompt text. The platform quantifies risk on a 0-100 scale with severity-level diagnostics to help teams prioritize high-impact security gaps.
Developed a TypeScript/React dashboard with MCP server integration to generate plain-language findings, policy recommendations, and exportable JSON/Markdown reports for safer AI agent deployment decisions.
Industry & Consulting
Earlier Professional Experience
Applied Data Science Research Analyst
- Analyzed Integrated Postsecondary Education Data System (IPEDS) data covering 7,000+ institutions and 250 variables to identify drivers of institutional closure risk; isolated enrollment decline as a high-impact variable associated with a 40% increase in closure likelihood
- Developed predictive model for institutional financial vulnerability in Python and R; translated analytical findings into decision-relevant insights enabling clients to prioritize high-risk institutions for targeted intervention
Strategy & Public Affairs Analyst
- Synthesized regulatory and reduced-risk product materials to evaluate IQOS market-entry feasibility in China, producing an analysis that enabled 50% faster internal alignment on go-to-market strategy
- Led a nationwide ESG initiative mobilizing 100+ employees across PMI China offices; achieved 80% participation and advanced the company's 50% plastic-reduction target through coordinated sustainability programming
Interested in collaborating?
Open to conversations with investors, academic partners, and industry collaborators.