Louis Forster
Applied ML + systems engineer.
I build technical products end-to-end across AI, backend systems, and product strategy. I care about sharp execution, clean architecture, and measurable outcomes.
Currently based in Bristol. Open to founding engineer and high-impact product roles.
Selected projects
Treyspace
AI workspace shipped to 26 beta users with 5,000+ interactions and 13M tokens processed. Built the full stack: GraphRAG engine, collaborative backend, tool-execution layer.
TypeScript · Node.js · Redis · GCP
Bristol Vision Institute - Research
Reached state-of-the-art on the BVI-RLV benchmark (29.22 dB PSNR) by re-engineering a CNN-RNN video restoration pipeline on HPC infrastructure.
PyTorch · SLURM · Python · HPC
BECCS Innov - Venture Strategy
Led commercial feasibility analysis for a carbon-credit supply chain venture. Tested core assumptions early across policy risk, buyer demand, and unit economics.
Market research · Financial modelling · User interviews · Prioritisation frameworks
Open-Jet - Building in Public
Operated in public with open roadmaps, weekly releases, and community feedback loops to improve product direction and distribution.
TypeScript · Next.js · GitHub Actions · Issue templates
Experience
2025
Visual Computing Research Intern
Bristol Vision Institute
Re-engineered a video restoration pipeline on SLURM-managed A100 compute and improved benchmark quality.
2024
Software Engineer Intern
Scribblepad Press
Led deployment and optimization work that improved discoverability and reduced release friction.
2023-2025
Teaching Assistant
University of Bristol
Supported 200+ undergraduates in linear algebra, C programming, and data science modules.
Education
MEng Computer Science with Innovation
University of Bristol
2022-2026
First Class trajectory (current average 81%).
A Levels
Balcarras Academy
2020-2022
4 A*s in CS, Mathematics, Physics, and EPQ.
Get in touch
Best via email: louisforster64@gmail.com