Product manager and co-founder focused on building AI agents and decision systems. I work at the intersection of finance, technology, and product strategy to design tools that help teams reason faster and work smarter.
Shipping products that solve real problems and drive measurable impact
Worked across engineering and growth. Built internal tools to automate lead sourcing, enrichment, and CRM updates using Python and API integrations. Designed lightweight systems to track outreach performance and align product data with user funnels. Also helped shape early GTM and product messaging with the founders.
A small studio where I build custom AI systems for specific workflows. Agents read documents, call internal tools, and return auditable results. I focus on clear interfaces, safe tool use, and measurable outcomes.
AI agents that automate document-heavy workflows for teams. Retrieval routes requests to the right policy, tools execute actions, and outputs are written back to the system of record. Built for low latency, observability, and control.
Developed AI infrastructure for sales intelligence. Built a document extraction tool and meeting analysis system using Python and FastAPI. Designed the Arya AI assistant, embedded inside the mobile app, to summarize key points from CRM data and real-time meeting audio — both on mobile and online. Integrated GPT-based reasoning with ERP data for actionable insights.
A mobile app for exploring and tracking stocks with a swipe-first UI. Watchlists, quick stats, and short summaries make discovery fast without drowning users in charts.
An iOS chat app with a simple core and a playful mode. Lightweight memory, strict moderation, and a clean handoff to native share actions keep it practical.
An internal assistant that compiles a one page brief before sales meetings. It pulls recent activity from CRM and ERP, surfaces risks and reminders, and keeps data scoped to what the rep needs.
A predictive analytics platform for sports betting markets. Built with real-time data ingestion, statistical modeling, and risk management systems to evaluate betting opportunities across multiple sports.
An autonomous account on Warpcast that interacts on schedule, responds with guardrails, and executes on-chain actions under strict rules.
Modular setups for teams. GPT-4o handles meeting analysis. Gemini Flash handles document extraction. Simple components that plug into existing workflows.
Exploring adaptive strategies in market microstructure
Senior research project using the ABIDES market simulator. I designed compact feature sets for order book state, then used CMA-ES to search policy parameters that balance PnL and inventory risk. Baselines include simple market makers. Evaluation looks at PnL stability, inventory variance, and execution quality across different market regimes.