Selected work

What I've built

Engineering writeups across systems, full-stack product, and backend work — the context, the constraint, the decisions, and what I'd do differently. Sanitized where under NDA.

Farpoint Technologies (Fabric)details under NDA

Agent infrastructure for Fabric, an agentic coding IDE

Fabric is an agentic AI coding IDE that plans first and codes second. I architect the infrastructure underneath: how agents invoke tools, hold context, and act on large, multi-file codebases.

outcome

Agents work on real repositories through structured tool calls, persistent context, and distributed analysis, not brittle one-file text edits. Metrics under NDA.

agent-systemsmcpplatform

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Cavista Technologies (healthcare)

Healthcare claims parsing and SQL optimization at Cavista

A C#/.NET claims pipeline had to parse diverse Health Care Claim (837) data correctly and fast, with reliable releases across environments.

outcome

Race-condition handling improved a key process by ~80%; SQL optimization and a thorough test suite kept releases reliable across dev, staging, and production.

backenddotnetsql

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Chestnut (school management platform)

A school-management platform built for 100,000+ users

A full-stack platform for students, staff, results, and promotions, designed to scale to a large user base on a modern TypeScript stack.

outcome

Shipped a production platform (chestnutschool.com) on Next.js, Node/Express, and Docker on AWS, architected to support 100,000+ students and faculty.

full-stacknextjsproduct

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Independent exploration

Semantic memory for long-horizon agent sessions

A prototype exploring how an agent can keep its working context small over long sessions by querying a memory layer, instead of relying on an ever-bigger window.

outcome

A design where memory is a tool the agent calls deliberately (query, write, forget), keeping retrieval from derailing the plan. A personal exploration, not a delivered product.

agent-systemssemantic-memorycontext-engineering

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Building an agent platform or shipping product end to end? Let's talk, or read the full background.

What I've built

All work

Agent infrastructure for Fabric, an agentic coding IDE

Healthcare claims parsing and SQL optimization at Cavista

A school-management platform built for 100,000+ users

Semantic memory for long-horizon agent sessions