DanielFlockhart

An AI-assisted web and mobile travel-tech platform for sourcing, negotiating and managing complex workforce accommodation, then turning supplier responses into governed offers, approvals and booking records.

A multi-stage research pipeline for de novo molecule generation, combining ChemBERTa SMILES embeddings, LLM effect labelling, autoencoder latent compression, supervised transformer pre-training, reinforcement-learning fine-tuning, GRU decoding, RDKit validation and a researcher-facing web app.

University of Birmingham research work that preceded the later drug-discovery dissertation, with a tighter focus on computer vision, molecular skeleton representations and ML architectures for digital chemistry.