Brian Giggle
I am an experienced engineer and founder with over 11 years of building large-scale, mission-critical systems in healthcare and AI.
About
I am an experienced engineer and founder with over 11 years of building large-scale, mission-critical systems in healthcare and AI. In the past two years, my focus has been on deep learning, reinforcement learning, and large language models. I have designed and fine-tuned multiple custom LLMs, created scalable ML pipelines, integrated custom LLMs into real-time systems, and developed agentic interfaces.
I am seeking a role where I can contribute to foundational AI research and collaborate with leading ML researchers. My goal is to advance safe, interpretable, and high-performance language models that can have a meaningful impact in real-world applications.
- 7 years' experience
- Joined September 2025
Industry experience
- Healthcare
- Software & Internet
More experts in Edinburgh, United Kingdom
Work experience· 4 roles
Launched a cloud-based AI-driven SaaS platform combining React, .NET, and microservices to streamline productivity and automate workflows. Designed and trained multiple AI models processing over 40 million lines of code with automated training-data pipelines. Implemented Language Server Protocols (LSPs) for intelligent code analysis and integrated real-time AI interactions via an in-house assistant named Rune. Established scalable architecture using containerization, CI/CD, and cloud orchestration.
Built a real-time conversation speech platform integrating with Teams, Slack, Meets, etc. The platform leverages several AI models including TTS, STT, and LLMs to produce natural, high-prosody speech.
Led contracting projects for the NHS delivering multiple web applications, backend data processing pipelines, and a live CTG trace viewer monitoring maternal and fetal heart rates for millions of patients annually. Oversaw full-stack web development using React, TypeScript, and .NET backend services ensuring security and high performance. Provided technical leadership coordinating cross-functional teams, defining roadmaps, and implementing DevOps best practices. Managed client relationships ensuring compliance with data privacy and security regulations.
Education
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