Joshua Yeats
BSc Artificial Intelligence / University of Edinburgh, 2025
AI graduate with a passion for building data-driven products that transform complex signals into clear, actionable insights. Seeking graduate roles in ML engineering and product design.
Education
BSc Artificial Intelligence
University of Edinburgh · Graduated 2025
Relevant modules: Reasoning & Agents, Foundations of Data Science, Speech Processing, NLP, Machine Learning Systems, and an honours project on learning from sparse data.
About
My fascination with AI is personal. As someone living with Type 1 diabetes, I build tools that genuinely improve lives — like Islet, an iOS app for diabetes management.
Beyond code, I'm an avid crossfitter, runner and cyclist. The discipline from sports translates directly into building resilient solutions.
Projects
- Honours Dissertation – Learning from Sparse Data
Undergraduate thesis evaluating program synthesis, LLM rule generation, and RL for interpretable decision support in Type 1 diabetes care.
- Islet Diabetes
iOS app for personal diabetes management – syncs Apple Health, tracks glucose, medication & meals, and uses GPT-4o mini for personalised insights.
- Control Exchange
The Distributed Warehouse for industrial automation – online marketplace connecting engineers, integrators, and suppliers for PLCs, I/O modules, drives, and HMIs.
- LSTM_BGF
PyTorch implementation of a Long Short-Term Memory network for blood-glucose forecasting.
- xLSTM_BGF
Extended LSTM architecture with attention and residual connections for improved glucose prediction.
Skills
Languages
AI/ML
Web & Database
E-commerce & Payments
Tools
Dissertation
Learning from Sparse Data. Compares program synthesis, LLM rule generation, and RL for interpretable decision support in Type 1 diabetes care.
Read PDF →Career
Technical Illustrator
ECI Solutions · Jan 2020 – Mar 2022
Created detailed technical drawings in AutoCAD and collaborated with engineering, design, and client teams.
Barista
Starbucks · Mar 2022 – Mar 2023
Delivered friendly, efficient customer service and prepared specialty beverages while adhering to health and safety protocols.
Barista
Santu Coffee · May 2023 – Aug 2023
Handled full café operations solo in a fast-paced environment and enhanced customer experience through personalized engagement.