Cameron Bieker

About

I'm an incoming senior at USC studying Computer Science and Business Administration, focused on AI engineering and automation.This summer I'm a GTM AI Engineering Intern at Fieldguide, building internal tools that help the revenue org take an AI-native product to market smarter and faster. It's work that sits right at the intersection of engineering and business I care most about.Outside of that, most of my time goes into Frontdoor, an AI-driven lead generation and website automation pipeline I'm building. It scrapes Google Maps for small businesses that either don't have websites or have outdated ones, scores and ranks them using the Claude API against heuristics like rating, review count, and online presence, and then generates production-ready client sites from the highest-quality leads. The stack is Next.js, FastAPI, Prisma, Postgres, and the Anthropic API, with Docker for local infra. It's the project I learn the most from. Every part of it, from scraping to scoring to shipping client code, has forced me to get sharper.On the academics side, my CS coursework spans data structures and algorithms, networking, and machine learning, complemented by a business foundation in marketing, accounting, and business statistics. I'm AI-native in how I work. Claude Code, Cursor, and Claude API are core to my daily workflow, not just tools I've tried.What I care about: building things that ship. I'd rather have a rough prototype solving a real problem in two weeks than a polished plan that never gets deployed. The AI automation space is where I want to spend my career, building agentic systems, developer tools, and the infrastructure that lets small teams move like big ones.I'm always happy to connect with people building in AI engineering, forward-deployed/applied AI, or automation-heavy SWE. If you're working on something in that space, I'd love to talk.

Company history

1. 
   ConnectivEnergyProduct Management Specialist2024-06 – 2024-08 · 2 mo
2. 
   Freelance (Self Employed)Software Developer2024-06 – 2025-01 · 7 mo
3. 
   FieldguideGTM AI Engineer Intern2026-06 – present · 2 mo

Skills

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