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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.…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.

Brian Giggle

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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.…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.

Available to hire

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.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Work Experience

Founder/CTO at Roonar (Mimrr pivot - stealth), US

April 1, 2023 - Present

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.

Founder/CTO at Mimrr Ltd, US

April 1, 2025 - September 5, 2025

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.

Founder/CEO at Blocks UI Ltd, Edinburgh

December 1, 2022 - September 5, 2025

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.

Senior Software Engineer at Clevermed Ltd., Edinburgh

August 1, 2019 - September 5, 2025

Developed enterprise healthcare applications for NHS hospitals using React, TypeScript, .NET, and Elasticsearch. Led migration of Windows Forms neurology referral system to web, streamlining referral management across neurology departments in London. Developed advanced charting components with real-time data streaming and a flexible web-based form renderer for clinical use cases. Built a content management system for managing diverse file types with easy editing capabilities.