Work that turns signals into usable systems.
Evidence-aware case studies across context intelligence, trustworthy AI, secure distributed systems, and human-centered delivery.
A precise record of problems, roles, approaches, and status.
DWIG — Context intelligence for what matters next
A native iOS and Android personal planning product designed to read permissioned context and surface one calm, justified recommendation.
AI Model Evaluation and Reliability Assessment
Expert review workflows for technical accuracy, reasoning consistency, hallucination risk, clarity, and failure-mode discovery.
Blockchain Wallet Tracking System
A transaction-oriented system for following wallet activity and making distributed records easier to inspect.
Decentralized Ticketing and Verification Platform
A decentralized ticketing and NFT marketplace direction focused on verifiable ownership and transfer flows.
ERC-721 to ERC-1155 Smart Contract Upgrade
A smart-contract migration designed to reduce cost and improve scalability for multi-asset workflows.
NLP-Powered Robotics Diagnostic Assistant
A natural-language interface concept for turning robotics symptoms into structured diagnostic guidance.
Smart Parking System
A computer-engineering capstone exploring how sensing and software can reduce the friction of finding available parking.
Institutional Web Platform Work at Western Illinois University
Responsive web features built with nontechnical stakeholders across usability, accessibility, maintainability, analytics, and mobile performance.
The interesting part is not the novelty of the signal. It is the discipline around what happens next.
Every selected system keeps uncertainty, boundaries, and human context in view. Where a metric is reported or evidence is private, the copy says so.