Founded DeepTrust after a personal deepfake incident revealed how quickly manipulated media can undermine trust, identity, and safety.

• One of the first consumer-facing, multi-modal, multi-lingual deepfake detection platforms with enterprise-grade accuracy
• Detects synthetic video, audio, image, and satellite media across languages—tuned for compression, distribution shift, and conditions outside benchmark sets
• AITruthCheck.app: installation-free tool aimed especially at seniors and teens; making enterprise-grade media verification accessible to everyday users, schools, journalists, and institutions
• Currently running school pilots to evaluate usability, student safety needs, and institutional adoption
• Patent-pending quad-stream detection and domain-shift evaluation methods grounded in three peer-reviewed IEEE research publications
• Conrad Challenge Finals — Top 5 global finalist; Blue Ocean Entrepreneurship Competition Top 100 Global; Mott Million Dollar Challenge semifinalist

• Built MLSummer.com's first machine learning model (algorithmic bias in loan approval data); guided students through the full research process from problem framing to publication
• Mentored students toward their first research publication—co-authoring Novel Machine Learning Approach to Loan Approval Predictions in IJARCCE
• Helped students connect machine learning to real-world questions of fairness, access, and automated decision-making
• Hands-on curriculum: training, evaluation, ethical analysis; students were part of the publication process

Built and scaled a Gen-Z streetwear brand from scratch—1,000+ original apparel products sold. Led design, brand identity, full-stack e-commerce development, marketing, fulfillment, and customer experience end to end. Coordinated with international production partners on sampling, manufacturing, quality control, timelines, and inventory.

• 6,000+ students reached (SVEF, National 4-H GIS AI, private school pilots combined)
• 35 school districts using Tech Demystified books
• 3 SVEF Elevate CS classes taught (summer 2025)
• 75+ students per year at Knowledge House STEM Academy
• 2 private schools running active DeepTrust / AITruthCheck pilots
• 3 books published; 1,000+ products sold (Atremo / Hathor)

DeepTrust began as peer-reviewed work on domain shift in deepfake detection, became patent-pending platform and a public tool, and is now in active educational pilots—the research drove the product; the product reaches the people the research was written for.