Starlight

Choose your atmosphere

Local weather shares approximate coordinates with Open-Meteo. Refreshes every 10 minutes. No location is saved.
Selected systems

Work that turns signals into usable systems.

Evidence-aware case studies across context intelligence, trustworthy AI, secure distributed systems, and human-centered delivery.

The constellation

A precise record of problems, roles, approaches, and status.

Flagship system · private alpha✦

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.

Evaluation systems✦

AI Model Evaluation and Reliability Assessment

Expert review workflows for technical accuracy, reasoning consistency, hallucination risk, clarity, and failure-mode discovery.

Distributed systems✦

Blockchain Wallet Tracking System

A transaction-oriented system for following wallet activity and making distributed records easier to inspect.

Blockchain product architecture✦

Decentralized Ticketing and Verification Platform

A decentralized ticketing and NFT marketplace direction focused on verifiable ownership and transfer flows.

Protocol migration✦

ERC-721 to ERC-1155 Smart Contract Upgrade

A smart-contract migration designed to reduce cost and improve scalability for multi-asset workflows.

Applied machine learning✦

NLP-Powered Robotics Diagnostic Assistant

A natural-language interface concept for turning robotics symptoms into structured diagnostic guidance.

Capstone system✦

Smart Parking System

A computer-engineering capstone exploring how sensing and software can reduce the friction of finding available parking.

Human-centered delivery✦

Institutional Web Platform Work at Western Illinois University

Responsive web features built with nontechnical stakeholders across usability, accessibility, maintainability, analytics, and mobile performance.

A shared principle

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.

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