Experience
Founding Engineer
NOV 2025 — NOW
MASLOW Health · Healthcare AI platform
Architected and shipped agent workflows on Amazon Bedrock, Step Functions, EventBridge and Lambda (planning, tool calls, structured validation, human-in-the-loop review) with idempotent retries and recovery. Built controls for regulated health data: role-based access, multi-tenant clinic isolation, audit logs, encrypted storage and PHI-free event payloads, on Bedrock for its HIPAA BAA. Defined infrastructure in Amplify Gen 2 / CDK with CI quality gates and CloudWatch alarms. Worked directly with clinicians to scope use cases, build MVPs and iterate on prompts and flows, taking the platform to production as the sole full-time engineer managing contractors and interns. Separately, built the team’s internal agentic development platform: a custom MCP server, Postgres/pgvector memory and retrieval, tool and skill execution, approval gates and cost-aware model routing.
AWS Bedrock
Step Functions / EventBridge
Guardrails / HIPAA
Internal agent tooling
Software Development Engineer
JUL 2024 — NOV 2025
AWS · Amazon Bedrock & SageMaker · Santa Clara
Built Agent Evaluations capabilities for Amazon Bedrock (benchmarks, metrics dashboards, trace analysis) to evaluate multi-step agents against user-defined metrics, deployed to internal endpoints. Shipped customer-facing surfaces (Flows, Prompt Optimization, Chat Playground) with PMs, UX and backend teams, and led the frontend deployment of Intelligent Prompt Routing for re:Invent 2024. Cut the team’s deployment lead time from 2+ weeks to hours by decoupling our console surfaces from a release pipeline shared by 10+ teams, across 12+ regions and GovCloud with gated, staged rollouts. Triaged 50+ Sev2 incidents in one rotation for Bedrock Flows and Prompt Optimization, using canaries, CloudWatch Logs Insights and service telemetry.
Agent Evaluations
React / TypeScript
Release engineering
Sev2 on-call
SDE Intern — LLM Evaluation Tooling
2023
AWS · SageMaker Ground Truth Plus
Built an end-to-end LLM evaluation prototype on SageMaker: hosted inference for user-selected Hugging Face models, automated scoring, benchmarks and expert review, with the infrastructure defined as code.
SDE Intern — Annotation Tooling
2022
AWS · SageMaker Ground Truth Plus
Built production annotation tooling for Ground Truth Plus human-in-the-loop labeling workflows, including a tile-based classification UI and grid-line annotation shipped behind a feature flag.
Graduate Research Assistant
2022 — 2024
Commonwealth Cyber Initiative · Virginia Tech / VMI
Voice AI and LLM research: built a GPT-3 XR voice assistant in Unity/C# and SafeSpace, an agentic dementia-care assistant with local speech inference in Python (first author, HCII 2024). Co-authored 5 peer-reviewed papers and 1 preprint.
Graduate TA · VT National Security Institute · RTX Workforce Development Fellowship
2022 — 2024
Lead Engineer · Vector Rideshare · promoted from intern to technical lead; five consumer-facing products (React/TypeScript, Node.js, GraphQL, MongoDB); led a 7-intern team
2020 — 2021
Full-Stack Software Engineering Intern · Simon Computing (govt contracting)
2020
Undergraduate Research Assistant · VT Bradley ECE · UAV spectrum sharing
2019 — 2020