Jacob Windsor

Jacob Windsor

Transforming how research organizations build software and AI solutions to accelerate scientific discovery.

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About

I work at the intersection of science, software, AI, and engineering - helping research organizations transform how they build and adopt technology to accelerate scientific discovery.

I am a firm believer that software can and should enable great science, not be a bottleneck. Through a well-reasoned and architected approach, engineering & IT can become the quiet enabler of progress, rather than an onstacle to it.

With a background in biology and bioinformatics, and full-stack software engineering, I turn complex challenges into scalable solutions. I've built data platforms processing petabytes of genomic data, developed tools used by researchers worldwide, and led multidisciplinary teams to deliver technology across research organizations.

Outside of work, I'm passionate about mountain sports.

Paragliding

Experience

Enabling progress

Present

Associate Director, AI & Data Science

AstraZeneca

Dec 2025 - Present
Barcelona, Spain

Building a multi-domain AI-enabled platform to enable drug repurposing and indication expansion.

Pharma
Enterprise AI
Data Science
Stakeholder Management

Technical Lead

Axiomatic_AI

Sep 2024 - Dec 2025
Barcelona, Spain

Leading a cross-functional engineering team building Axiomatic's AI platform to accelerate scientific research. Combining AI-driven tools with classical software engineering practices such as Domain-Driven Design to drive rapid innovation. Leading the development and deployment of AI & agentic solutions from MVP to production.

Technical Leadership
AI/ML
MLOps
Domain-Driven Design
Software Infrastructure
Team Management

Senior Software Engineer

Qualifyze

Jun 2022 - Sep 2024
Barcelona, Spain

Architected and developed scalable backend systems for a pharmaceutical quality management platform. Applied domain-driven design and hexagonal architecture principles to build maintainable, high-performance solutions. Mentored team members on best practices and architectural patterns.

Backend Development
Domain-Driven Design
Hexagonal Architecture
TypeScript
NestJS
React

Software Engineer

European Bioinformatics Institute (EMBL-EBI)

Jul 2020 - Jun 2022
Hinxton, England, United Kingdom

Architected and built the Human Cell Atlas Data Coordination Platform, enabling the ingestion of terabytes of genomic data from laboratories worldwide. Designed horizontally scalable applications using microservice architecture. Initiated and led the modernization of Git workflows and CI/CD processes adopted across the organization.

Full-Stack Development
Microservices
Kubernetes
DevOps
TypeScript
Java
Angular
Python

Masters Degree Intern

Centre for Genomic Regulation

Oct 2019 - Jul 2020
Barcelona, Spain

Developed bioinformatics tools for third-generation sequencing platforms, including tmerge, to improve transcriptome analysis accuracy. Designed and implemented computational pipelines using advanced algorithms with Python, Nextflow, R, Snakemake, and Shiny.

Bioinformatics
Python
R
Nextflow
Snakemake
RNA-Seq Analysis

Software Engineer

Abcam

Nov 2017 - Dec 2018
Cambridge, United Kingdom

Developed front-end solutions for abcam.com, serving millions of researchers worldwide. Led a comprehensive front-end modernization initiative, migrating the codebase to Webpack, Babel, and contemporary JavaScript tooling. Established functional programming practices and mentored team members on modern JavaScript development.

Frontend Development
JavaScript
Webpack
Functional Programming
Team Training

Get in Touch

I'm always open to discussing technical challenges, scalable architecture, and opportunities to build impactful solutions in life sciences.