The
dossier.

Fintellect Learning (Fynl AI)

AI-native adaptive learning, built for overlooked markets.

Began with "Intro to Finance" tutoring, expanded where the demand was, building an AI-native adaptive learning ecosystem from the ground up as technical co-founder and solo-developer. Features include AI-augmented grading for teachers to cut time spent by 70% by eliminating repetitive accuracy checks and drafting analytical feedback, and a highly adaptive knowledge-graph and LLM-based learning system for competitions and exams. Bootstrapped the platform to a low 5-figure ARR, with upwards of $350k in pipeline deals closing early this summer, within ~2 months since first sale. I explicitly target overlooked international markets to bridge the educational gap between East and West. In addition, to build our content engine and social credibility, I collaborated with alumni, affiliates, and faculty from top educational institutions including NYU Stern, Columbia University, Tsinghua, Peking University, and UChicago.

GlobalSVF Platform

The infrastructure powering a six-figure nonprofit consultancy.

Solo-developed initially and now maintain the complete technical infrastructure, database, admin panels, UI/UX design, form ingestion, for a nonprofit consulting group generating over $100,000 in fundraising.

Team Red

Agentic cyber defense for public education and healthcare.

Technical team leader and developer for an original agentic AI-based cyber defense platform built for public education and healthcare. Architected and authored a first-of-its-kind Privacy Gateway Model, a local fine-tune that redacts sensitive PII and institution-specific identifiers while retaining context, enabling safe frontier-model reasoning on cybersecurity artifacts.

FiveSight AI

A Bloomberg terminal for prediction markets, pivoted to in-house alpha extraction.

Co-founded a Bloomberg terminal for prediction markets and decentralized derivatives, then pivoted to in-house quantitative research for greater alpha extraction. Architected statistical arbitrage strategies for crypto derivatives using a custom-trained GARCH-LSTM model for volatility forecasting and an original risk management engine, Sharpe > 3 over 3 months of paper deployment. Built a latency arbitrage strategy for weather derivatives leveraging NOAA alternative datasets.

Equibinder

An AI-native operating system for the equestrian world.

Developed an AI-native B2C equine management platform tailored for the competitive equestrian market, jumping, dressage, eventing, for individual riders. Built a one-stop OCR pipeline that ingests vet invoices, receipts, and paper records, synthesizing them with internet database retrievals to calculate breakeven prices, inflation adjustments, and predictive modeling for profitable equine flipping. Built in collaboration with world-class dressage riders.

Antlera LLC

Undercutting legacy political-campaign software.

Developed an AI-native political campaign management system designed to undercut the legacy five-figure contracts typically forced onto local and state-level candidates. Validated demand and mapped logistical pain points via extensive user interviews beginning in Iowa. Currently fine-tuning to lock in long-term subscriptions upon launch.

Whitehat Research

Responsible disclosure with Bay Area research collectives.

Frequent collaboration with Bay Area groups and experts on whitehat security research and responsible vulnerability disclosures, generally for early to growth-stage startups. Recent disclosures include a soonicorn member of a 2021 Y Combinator cohort.