Selected work

Projects

Focused work across AI product delivery, retrieval systems, and quality infrastructure.

2025

AI Support Copilot

Built a retrieval-augmented assistant for high-volume support workflows with human-in-the-loop controls.

Reduced average support resolution time by 34% while improving first-response quality.

Next.jsRetrievalLLM Ops

2024

LLM Guardrails Dashboard

Built a metrics dashboard for hallucination rate, safety policy adherence, and response quality drift.

Enabled policy violation alerts and weekly quality trend reporting for prompt changes.

TypeScriptMonitoringEvaluation

2024

Research Digest Automation

Implemented a ranking and summarization pipeline that produces executive-ready research digests.

Cut manual curation workload by 70% for weekly internal AI briefings.

Workflow AutomationSummarizationData Pipelines