Jacob Berger

AI Researcher & Software Engineer
jacob@bergerj.com Full Resume GitHub
Experience
NLP SaaS Startup
Portland, OR
  • Architected end-to-end data pipelines for training specialized LLMs.
  • Led and co-authored the approved Phase I SBIR proposal.
  • Deployed cloud infrastructure on AWS, GCP, and Vercel.
View Experience Details →
Research
Dynamic Constraints for LLMs
Honors Thesis
  • Developing a dynamic constraint system for Large Language Models.
  • Improving text generation for computational semantics.
  • Advisor: Dr. Lizhong Chen, STAR Lab.
View Research Details →
Project
MIRA - Verification Agent
AI & Logic Verification
  • Iterative AI agent to verify complex logic circuits (Minecraft Redstone).
  • Uses Reinforcement Learning from Execution Feedback (RLEF).
  • Custom headless simulation & "Bedrocking" verification system.
Technical Design Doc →
Education
MS in Artificial Intelligence - Oregon State University
Exp. 2026-2027
Accelerated Master's • GPA: 3.9+
BS in Applied CS & Math - Oregon State University
2022-2026
AI Concentration • Double Major • GPA: 3.9+
Core Skills
Python C++ PyTorch LLMs (LoRA/RAG) Linux/Debian Virtualization (Proxmox/KVM) AWS/GCP Full Stack Web
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