Applied AI Engineer · London, UK
I design, build, and ship AI-powered products end-to-end for early-stage teams.
RAG systems, LLM applications, ML pipelines, and full-stack product work — from prototypes to production-facing internal tools.
Work
A selection of applied AI and data work across regulated, high-stakes environments.
Finance
An AI agent that lets analysts query complex financial databases simply by typing questions in English.
Unlocked over £10M in follow-on funding and is scaling to millions of customer workflows, turning hours of SQL work into instant insights.
Defense
An AI pipeline that transforms raw audio into structured intelligence using diarization, topic modeling, and automated summarization.
Boosted transcription throughput by 20%, helping teams process mission-critical recordings faster and more accurately.
Finance
An automated data ingestion fabric that moves, validates, and structures data from AWS into Snowflake.
Provided analytics teams with governed, query-ready datasets—reducing manual data wrangling and accelerating decision-making.
Defense
A full computer-vision pipeline with accuracy monitoring, data lineage, and built-in bias controls.
Achieved 95% detection accuracy while meeting strict governance requirements for high-stakes defense environments.
Finance
A real-time governance layer for enterprise LLMs, featuring automatic scoring, alerts, and safe fallback responses.
Enabled compliant, auditable LLM usage—reducing operational risk and accelerating adoption of generative AI in regulated organizations.
Defense
A retrieval-augmented system that searches large internal corpora and surfaces the most relevant intelligence instantly.
Replaced week-long manual report hunts with seconds-fast results, radically improving analyst productivity.
Independent work
AI / OSS
An open-source RAG workspace that builds a custom knowledge base from user-provided URLs, extracting and indexing relevant content.
Enables natural-language querying over large, curated corpora—returning precise, context-aware answers.
View on GitHubLanguages
A Haskell-built domain-specific language for reading integer columns from files and applying composable arithmetic operations.
Removes boilerplate by letting users express numeric transformations concisely.
View on GitHubHealth · Coming soon
An AI meal-prep planner that converts fitness goals into tailored menus, macros, and grocery lists.
Automates meal planning by generating personalized nutrition-aligned prep plans with no manual work.
Experience
London, UK · Jun 2021 — Present
May 2023 – Present
Jun 2022 – May 2023
Jun 2021 – Sep 2021