G.
End-to-End Product Builder · Full-Stack & AI Engineer

Geraint Guan

mail@geraint.io+44 7539 359669Edinburgh, Scotlandwww.geraint.ioin/geraintguan
Profile Picture

I build products and features end-to-end, working closely across all functions of a company to not just build solid technical code and architecture, but ensure we're building things that actually solve end-user problems. I focus on outcomes and quick iteration/experimentation over rigid processes and protracted waterfall planning.

Highlighted Achievements

  • Led a team to deliver a mobile app and associated backend infrastructure for a £500K+ client project in a complex partnership and regulatory environment.

  • Helped close a £200K+ contract by working closely with client and partner to build and deliver a companion web-view based app on the partner's platform.

  • Reduced infrastructure costs by over 20% and reduced scaling-related incidents by 100% by proactively migrating a core service to a serverless architecture.

Experience

Senior EngineerOct 2025 — Present (9 months)
  • Leverage Claude Code and Claude Design in conjunction with my deep technical expertise to independently build key product features end-to-end, including a new minutes editor with collaboration features as well as generating and surfacing citations for generated minutes content to users.

  • Built key internal tooling end-to-end including full tracing for LLM jobs and a minutes evaluator tool with LLM-as-a-judge evaluators, used by both technical and non-technical internal users.

Tech LeadMar 2025 — Oct 2025 (8 months)
ClearSky Logic · https://weareclearsky.com/
  • Completed impactful discovery work and delivered a mobile app with associated backend infrastructure for a complex £500K+ client project operating in a complex and highly regulated environment.

  • Independently designed and documented a technical architecture with complex enterprise security requirements and with bi-directional communication with a partner's platform.

  • Supported with user story mapping, technical workshops, and technical governance meetings with client.

  • Led a team of 3 engineers of various experience levels.

  • Supported with hiring activities for design and engineering team.

Head of DevOpsOct 2023 — Feb 2025 (1 year 5 months)
  • Improved internal system stability and built out new internal tooling to improve engineering and commercial team productivity by restructuring engineering team to establish and lead a new DevOps team.

  • Significantly reduced customer-reported defects by implementing Sentry with internal PII scrubbing.

  • Led several critical projects to maintain key client relationships and revenue streams including integrating Adyen as a new payment provider and building a companion web-view app and integration with a key partner's mobile app and platform.

  • Advised leadership team with technical insight and participated in product strategy planning.

  • Worked with product team to investigate and resolve product questions and defects.

  • Worked with commercial team for prospective and existing clients.

  • Worked with partnerships team to secure and maintain key partners.

  • Supported with hiring activities for design and engineering team.

Lead Software EngineerApr 2020 — Oct 2023 (3 years 7 months)
  • Collaborated cross-functionally across entire company to write project scopes and implemented key product features, including a new Zapier integration and support for SAML authentication.

  • Significantly improved developer productivity by researching and implementing new technologies including GitHub Actions, AWS EventBridge, and tRPC.

  • Line managed a team of 2-3 engineers of different experience levels.

  • Advised leadership team with technical insight and participated in product strategy planning.

  • Wrote product feature pitches as part of Shape Up methodology.

  • Worked with commercial team with closing new clients and supporting existing clients.

  • Supported with hiring activities for design and engineering team.

Senior Software EngineerJan 2019 — Apr 2020 (1 year 4 months)
  • Collaborated cross-functionally across entire company to write project scopes and implemented key product features, including a new booking rescheduling widget and a completely overhauled resource scheduling system.

  • Significantly improved developer productivity by researching and implementing new technologies including TypeScript, React, AWS CDK, and AWS Lambda.

  • Advised leadership team with technical insight and participated in product strategy planning.

  • Worked with commercial team with closing new clients and supporting existing clients.

  • Created new hiring process for engineering team and supported with hiring activities.

Software EngineerJan 2017 — Jan 2019 (2 years 1 month)
  • Delivered key product features including the ability to import customers via CSV and a complete rewrite of the core booking engine from legacy code.

  • Handled customer support queries, investigated product defects, and implemented fixes.

Skills

Programming LanguagesC# · Dart · Go · Java · JavaScript · Julia · Python · Rust · Swift · TypeScript
FrontendAngular · Flutter · HTML/CSS · Next.js · React · React Native · Tailwind CSS
Backend.NET · Fastify · GraphQL · Nest.js · Node · tRPC
Infrastructure & DevOpsAWS · AWS CDK · Azure · Bicep · DigitalOcean · Docker · GCP · GitHub · GitHub Actions · Pulumi · Terraform · Vercel
AI Tools & FrameworksClaude Code · Claude Design · Deep Agents (LangChain) · LangChain · LangGraph · Langfuse · Pydantic AI
Design & ProductFigma · Shape Up

Selected Projects

MediMeg
Pre-Launch
https://www.medimeg.co.za/
Web application for connecting care-givers with care-seekers in South Africa and facilitating easy booking and payment of care.
Loopwright
In Development
https://loopwright.dev
AI harness for human-led, safe, secure, and autonomous product engineering with agents built on containerisation designed to be a force multiplier for (semi-)technical users.
Quotient
In Development
https://www.quotientfinance.app/
Personal financial and wealth modelling web application with an AI-powered adviser aimed at personal finance power users.

Education

BSc General (Computer Science), Distinction
University of St Andrews
2012 — 2016