# Nick Fitzpatrick

> Master’s Student at UC Berkeley - 
Machine Learning / AI / Data

Location: San Francisco Bay Area, United States
Profile: https://flows.cv/nickfitzpatrick

## Work Experience
### AI and Data Engineering Lead @ Geopogo
Jan 2026 – Present | Berkeley, California, United States
◦ Leading data engineering and model training strategy for an AI system that automatically reviews architectural drawings for building code compliance
◦ Overseeing data acquisition from architectural partners and designing processing workflows to create high-quality training datasets
◦ Coordinating teams across data engineering phases with a roadmap expanding to model training, evaluation frameworks, and accuracy optimization

### AI Product Lead @ Geopogo
Jan 2025 – Jan 2025 | Berkeley, California, United States
◦ Guided product development for Geopogo's generative design platform, enabling architects and designers to transform sketches and blueprints into high-quality renderings through AI
◦ Developed frontend features using Python, JavaScript, and HTML/CSS, and integrated Google GenAI capabilities for image generation
◦ Led UX/UI design decisions to streamline user workflows and improve platform usability
◦ Shipped redesigned landing page and consolidated site navigation, improving the user onboarding experience

### Certified Instructor - California Motorcyclist Safety Program @ Northern California Motorcycle Training
Jan 2024 – Present | San Francisco Bay Area
◦ Instruct over 90 students monthly as a certified California Motorcyclist Safety Program (CMSP) instructor, endorsed by the California Highway Patrol
◦ Provide essential riding skills training and safety practices, emphasizing technical riding proficiency and a mindset of safety and awareness
◦ Ensure students develop the confidence and competence to ride responsibly and safely on California roads

### Founder and Designer @ Acara Aquatics
Jan 2014 – Jan 2025 | Sonoma, California, United States

### AI Data Specialist @ Outlier
Jan 2022 – Jan 2024 | San Francisco Bay Area
◦ Utilized Reinforcement Learning from Human Feedback (RLHF) to train and improve large language models. 
◦ Evaluated model outputs for accuracy, helpfulness, and adherence to ethical guidelines, including harmlessness, truthfulness, and safety. 
◦ Conducted prompt engineering experiments and performed quality assurance on model responses and peer evaluations.

### Operations Manager @ COOK VINEYARD MANAGEMENT, INC.
Jan 2020 – Jan 2022 | Sonoma, California, United States


## Education
### Master of Analytics in Industrial Engineering and Operations Research
UC Berkeley College of Engineering

### Bachelor's degree in Sustainable Environmental Design
University of California, Berkeley

### Associate Degrees / Certification in AS Web Full-Stack Developer, AA Web and Multimedia, Commercial Drone Cert.
Santa Rosa Junior College

### San Diego Mesa College

### Associate degrees in AA Environmental Studies, AS Natural Sciences, AA Social and Behavioral Studies, AA Humanities
Santa Rosa Junior College


## Contact & Social
- LinkedIn: https://linkedin.com/in/n-fitzpatrick

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Source: https://flows.cv/nickfitzpatrick
JSON Resume: https://flows.cv/nickfitzpatrick/resume.json
Last updated: 2026-04-05