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DanielFlockhart/README.md

Hi, I'm Daniel Flockhart 👋

AI & Software Engineer • Co-founder/CTO • Full-stack product builder

Portfolio LinkedIn GitHub

About me

I'm an AI and software engineer with a First-Class BSc in Artificial Intelligence with Computer Science from the University of Birmingham.

I'm currently the Co-founder, CTO & Lead Software Engineer at Matched Stay, where I build web and mobile products for corporate travel and long-term worker accommodation.

I like building useful systems from scratch: full-stack platforms, applied AI tools, automation workflows, research prototypes and products that move from vague idea to real users.

What I'm focused on

  • Shipping production-grade full-stack software
  • Applied AI, LLMs and machine learning systems
  • Travel tech, booking workflows and operational software
  • AI for chemistry, drug discovery and scientific tooling
  • Automation, OSINT-style research and data-driven products
  • Becoming a stronger engineer, founder and operator every year

Tech stack

Languages

Python TypeScript JavaScript Java C%23

AI / ML

PyTorch TensorFlow Scikit--learn OpenCV LLMs

Full-stack

Next.js React Native Node.js Tailwind CSS Firebase Google Cloud

Selected work

Matched Stay

Co-founded and built a live travel-booking platform for managing long-term worker accommodation.

  • Built web and mobile products with Next.js, React Native, Node.js and Firebase
  • Owned technical delivery across product design, database design, APIs, deployment and release testing
  • Worked directly with users, investors and business stakeholders to turn operational requirements into product decisions

AI Drug Discovery Pipeline

Built an AI/ML research pipeline for molecule generation and property-aligned drug discovery.

  • Used ChemBERTa embeddings, autoencoders, transformer models, reinforcement learning and supervised learning
  • Used LLM-generated pharmacological labels to support downstream classifiers and reward functions
  • Built a full-stack researcher-facing web application for experimenting with the pipeline

Digital Chemistry Research

Worked on machine learning architectures for digital chemistry and computer vision.

  • Experimented with autoencoders for molecular skeleton representations
  • Reported findings to domain experts and produced technical research outputs for further experimentation

Outside the code

  • Ultra running
  • Mixed martial arts
  • OSINT research
  • Language learning, currently German
  • Reading about strategy, technology, economics and high-performance systems

GitHub stats

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Contact

Best place to reach me:

Building, learning, shipping.

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