Student Founder & AI Product Builder
Building AI products across financial education, cybersecurity, and operational data systems.

Finora • MemShield Paper • LinkedIn

Research on defenses against persistent memory poisoning in stateful autonomous AI agents.

• Role: Sole Author & AI Security Researcher
• Work: Formulated the threat model; designed a three-layer defense using cryptographic provenance, trust-weighted retrieval with temporal decay, and semantic conflict detection; built the Python implementation and reproducibility materials.
• Artifacts: Published White Paper • Repository

AI-powered financial education platform for students, educators, schools, and youth programs.

• Role: Co-Founder & Product/Engineering Lead
• Work: Architected the React/TypeScript + Supabase/PostgreSQL platform; led product rebuilds from student, parent, and educator testing; built AI-assisted learning, progress, simulation, and educator workflows.
• Current footprint: 2,000+ registered accounts; 400,000+ organic views; City of Irving youth-program launch; one school deployment plus five additional testing/pilot groups.
• Platform: usefinora.com

Operational data product that converted public permit and property records into ranked HVAC market opportunities.

• Role: Full-Stack Data Product Developer
• Scale: Processed 211,000+ permits across 163,000 properties into 52,662 ranked leads, surfacing 791 high-priority prospects.

Serverless defensive threat-intelligence hub with Python collectors, versioned JSON feeds, and a Next.js interface.

• Role: Creator & Developer

Privacy-first local computer-vision utility for voluntary phone-use detection during focus sessions.

• Role: Sole Developer
• Work: Integrated YOLO + OpenCV with temporal debouncing and local-only processing.

International startup-style AI competition for student builders.

• Role: Co-Founder, Technical & Operations Director
• Work: Built registration, submission, participant-management, administrative, and judging systems; supported 100+ teams and 300+ students across 6+ countries.

• Languages: Python, Java, TypeScript, SQL
• Frameworks: React, Next.js, Spring Boot
• Data & infrastructure: Supabase, PostgreSQL, MySQL, Kafka, Spark, Elasticsearch, Docker
• AI/ML: PyTorch, TensorFlow, scikit-learn, OpenCV, YOLO, LLM/RAG systems, AI-agent security

Selected public repositories are intended as evidence of technical work. Private production systems, institutional data, and client-specific implementation details are not published.