Bench, code, agents.
The science covers neurogenomics and computational biology. The software exists because the science needs it.
- Role
- Research Assistant
- Lab
- Skene Lab, UK DRI
- Institution
- Imperial College London
- Education
- BSc Molecular Genetics, King's College London
- Focus
- IRF1 binding in microglia
- Methods
- Prime editing, CETCh-seq, TIP-seq, scRNA-seq
- Compute
- Imperial CX3 HPC
IRF1 sits upstream of several Alzheimer's risk genes (ApoE4, TREM2, others) in microglia. The wet work FLAG-tags it in iPSC-derived microglia via prime editing, then maps binding with CETCh-seq and TIP-seq. The dry work integrates those maps with bulk and single-cell RNA-seq plus GWAS fine-mapping.
The software below started as lab problems. A few grew sideways into personal infrastructure.
Five projects, all running.
Two public repos, three private with public deployments.
pegRNA-pipeline
Automated pegRNA design for prime-editing C-terminal protein tagging. Mode dispatches by insert size.
hearth-ai
Agentic London rentals search. Crawl, hard-filter, tier-score with Claude vision, alert.
Automated-trading
Configurable CFD bot. Pluggable broker and model layers, with a deterministic risk layer in front of every order.
Day to day.
Tools in active use across the projects above.
Wet lab
Code
Agents
Infra
Current focus.
What's open this week.
- FLAG-tagging IRF1 at its C-terminus in KOLF2 microglia.
-
Wiring two more agents into
hearth-ai. -
Adding a VCF annotator skill to
ClawBio. - Tuning the supervisor review on the trading bot.