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William Hammond

@williamhammond

I build Python and AWS platforms for reliable, measurable LLM-powered workflows.

United States
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What I'm looking for

I'm looking to build reliable, secure, measurable AI-powered and event-driven products, leading teams through experimentation, production hardening, observability, and high-impact customer outcomes.

At Bank of America, I architected Python/FastAPI microservices on AWS for agentic campaign-building workflows, helping marketers generate and activate audience-specific creative at under 200ms p95 latency. I led six engineers across applied prototyping and production hardening while setting standards for microservices, observability, and data contracts.

I built experimentation, evaluation, and improvement loops for LLM-driven content generation, increasing successful on-brand generations by 28% and reducing manual creative QA time by 65%. I also implemented brand-safety and compliance controls that reduced sensitive-data exposure incidents to zero in audited environments.

Previously at LinksRez, I delivered high-volume ingestion, enrichment, search, and LLM-assisted classification workflows on AWS, improving processing latency by 34% and reducing manual triage by 20% in pilot workflows. At BlueAcorn iCi, I built Python services and React storefront features that improved conversion by 6–9% and reduced peak response times by 45%.

I focus on event-driven systems, secure delivery, and observable production platforms using Python, React, AWS, Kubernetes, Terraform, and CI/CD.

Experience

Work history, roles, and key accomplishments

Bank of America logoBA

Staff Software Engineer, Team Lead

Nov 2020 - Apr 2026 (5 years 5 months)

Architected Python/FastAPI microservices on AWS to power agentic campaign-building workflows, achieving <200ms p95 API latency under peak load. Built an experimentation platform for LLM-driven content generation, increasing on-brand generations by 28% and reducing manual QA time by 65%.

Education

Degrees, certifications, and relevant coursework

North Carolina State University logoNU

North Carolina State University

Bachelor of Science, Computer Science

2012 - 2016

Bachelor of Science in Computer Science from North Carolina State University from 2012 to 2016.

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