Neil
Cameron

Ruby on Rails · LLMs · RAG · Agents

Neil Cameron

Hi, I'm Neil

Work

ResponseHub

Founder

2025 - Present

Building an AI-powered tool that automates responses to vendor security questionnaires. Uses a RAG pipeline to match questions against your policies and knowledge base, judge confidence, and draft accurate answers. Born out of first-hand pain from fielding endless questionnaires as a startup CTO.

  • End-to-end solo build — product, infrastructure, and AI pipeline
  • RAG stack with vector search, reranking, and multi-model evaluation
Ruby on Rails PGVector AWS Bedrock Claude Sonnet Amazon Nova Pro Cohere Reranker

Progression

Co-Founder & CTO

2019 - 2025

Co-founded and built a career progression platform used by thousands of companies to create skills frameworks and have better growth conversations. Raised $5.5M across two rounds from Local Globe, Connect Ventures, and Village Global. Led a team of 15 across engineering, product, and design. Owned the full technical stack — a React frontend with a MobX-based sync layer on top of a Rails API, which let us ship frontend changes fast without constant backend work. Worked directly with customers in sales and success, not just building what was asked for but figuring out what was needed. We were one of the earliest products to integrate GPT-3, shipping AI-generated career frameworks months before ChatGPT put LLMs on the map. Customers included Trainline, Gymshark, Onfido, Agoda, and hundreds more across free and paid plans. Acquired by CareerMinds in Q4 2024.

  • Raised £5.5M from Local Globe, Connect Ventures, and Village Global
  • Team of 15 — engineering, product, and design
  • Early adopter of GPT-3 for AI-generated career frameworks
  • Customers included Trainline, Gymshark, Onfido, and Agoda
  • Acquired by CareerMinds in 2024
Ruby on Rails React MobX OpenAI GPT-3 AWS

Consulting

Consultant

2018 - 2019

Freelance consulting across a couple of engagements. Worked with the Wellcome Trust on systems integration — connecting their intranet to Slack and implementing search. Spent five months as interim CTO at IconoTV, setting their technical roadmap and migrating the team onto Google Workspace.

  • Interim CTO at IconoTV — set technical roadmap and led platform migration
  • Systems integration work for the Wellcome Trust
Drupal Slack API Google Workspace Solr

EmpowerRD

Founding CTO

2017

First technical hire at this London-based R&D tax credit startup. Designed and built the core claims engine, and worked closely with early customers and design partners to shape the product.

  • Built the claims engine that still underpins the product today
  • Company has since processed £260M+ in successful claims across 1,200+ companies
Ruby on Rails PostgreSQL

Twivel

Founder

2016

Solo-built a platform that let independent video producers launch their own on-demand TV channels across Apple TV, tablet, and mobile. Powered the Economist Films app for about a year, but ultimately couldn't find sustainable traction.

  • Powered the Economist Films app across Apple TV and mobile
  • Solo build — product, platform, and customer relationships
Ruby on Rails

Cameron & Wilding

Co-Founder & Director of Technology

2009 - 2015

Co-founded and grew a Drupal consultancy to 15 people over five years. Responsible for recruitment, culture, project delivery, and technical architecture. Built content platforms and mobile app backends for publishers including the BBC, The Economist, and the Daily Telegraph.

  • Built the backend powering the Economist Espresso app
  • Created the backend for the Daily Telegraph app
  • Multiple website builds for the BBC
Drupal PHP MySQL

Updates

Hire me

I'm available for consulting engagements, fractional CTO work, and advisory roles. I specialise in Ruby on Rails, AI/LLM integration, RAG pipelines, and system architecture.

I work directly with founders and stakeholders to understand what the business actually needs, translate that into a clear product plan, then use agentic development workflows to rapidly build high quality software.

Whether you need help shipping a product, building out your engineering team, or figuring out how to integrate AI into your stack, I'd love to chat.

Get in touch

Contact

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