Open to opportunities

William Berger

@williamberger

Message

I build full-stack automation tools and machine learning systems from scratch.

United States

Message

What I'm looking for

I'm looking to build software, full-stack tools, and machine learning systems while learning from engineers and contributing through debugging, documentation, automation, and cross-functional collaboration.

I've built an AI-powered job search automation system in Python that aggregates and processes 180+ postings per run through JobSpy/Indeed, Google Drive, Apify, and Gmail.

For my Pokédex Transformer Language Model, I implemented a roughly 3M-parameter decoder-only transformer from scratch in PyTorch. I trained it on a custom 900K-token corpus and used information-theoretic analysis to distinguish learning from frequency matching.

At CORSAIR, I validated Dolby Atmos compatibility across 10+ headset models, identified 5+ critical firmware issues, and created user guides from firmware and software requirements.

I'm a UCLA Mathematics of Computation student who brings Python, Java, JavaScript, debugging, technical documentation, and cross-functional product experience to software and AI projects.

Experience

Work history, roles, and key accomplishments

Audio Product Management & Marketing Intern

Corsair

Jun 2024 - Sep 2024 (3 months)

Executed systematic validation testing across 10+ headset models for Dolby Atmos compatibility, identifying 5+ critical firmware issues. Analyzed firmware and software requirement documents to create user guides for 3+ headset models, streamlining customer onboarding processes.

Firmware Testing Technical Documentation User Guides Product Management Marketing