Portfolio / 2026
Data / AI / Systems
I build software, AI, and data systems that turn complex problems into useful products and decisions.
M.S. Information Systems and Artificial Intelligence candidate with a computer science foundation and experience across applied AI, product engineering, analytics, and data systems.
Selected Work
Deployed products, applied AI, machine learning, and data systems presented through focused case studies.
01
Explainable booking intelligence for matching artists, venues, and local demand.
Deployed bidirectional booking intelligence across 4,002 artists, 250 venues, and 9,327 artist-event-venue relationships in 15 markets.
Explainable Recommendations / Data Engineering / Booking Intelligence
02
Physics-based simulation and imitation learning for robust racing-line control.
Physics-based simulator and imitation-learning pipeline with behavior cloning, DAgger-style correction data, and zero-shot transfer testing.
Imitation Learning / DAgger / Robustness Testing
03
Source-grounded equity research with explicit validation and deterministic fallbacks.
Structured equity-research workflow with source-quality checks, hallucination analysis, unsupported-claim detection, and deterministic fallback paths.
LLM Evaluation / Hallucination Analysis / Source Grounding
04
AI-powered residential real estate prediction system for sale price and sale timing analysis.
Processed and engineered 200+ predictive features, evaluated observed outcomes, and translated recurring model failures into pricing insights.
Predictive Modeling / Real Estate Analytics / Sale Timing Analysis
Experience
Professional experience across mobile product development, market intelligence, sustainability technology, and research automation.
01
June 2026 - Present
Knook by Mgneto
Owns core product engineering for a privacy-sensitive iOS social app spanning mobile architecture, authentication, real-time data, and interaction state design.
02
March 2025 - July 2025
Fortune Business Insights
Converted ICT and semiconductor market research into client-ready reporting, consulting support, and executive-level business context.
03
August 2024 - December 2024
Pennsylvania State University / Independent Study with Prof. Mark Gough
Automated a labor-intensive research workflow by building multi-source pipelines for legal-professional data collection, validation, and documentation.
04
May 2024 - December 2024
EcoStart Ventures
Connected sustainability research with supplier matching, recommendation-system data, and product quality feedback for an early-stage platform.
Coursework
Computer science at Pennsylvania State University, extended through graduate study in information systems and artificial intelligence at the University of Maryland.
Undergraduate Foundation
Algorithms, databases, operating systems, theory, probability, statistics, and computer architecture.
Graduate Specialization
Applied AI, analytics, cloud systems, digital transformation, financial systems, and process analysis.
Active Workbench
A concise view of professional simulations and independent technical work currently underway.
Task One — Modeling lounge eligibility at Heathrow Terminal 3
Contact
Open to software engineering, applied AI, machine learning, data systems, and product-focused opportunities.
For opportunities, project discussions, or portfolio feedback, reach me directly by email.