Research Software Engineer at UCL's Advanced Research Computing Centre.
Prosocial alignment through affective-cognitive architectures, multi-agent reinforcement learning, homeostatic goal grounding, embodied cognition approaches to AI safety.
- CHI 2025 — first-author paper on emergent prosocial cooperation in multi-agent RL
- Built MVP for haptic affective wearable based on in-house patent EP3742265B1 — haptic language design (Sensae ApS)
- Book chapter — co-authored in Methods in Molecular Biology on Channelrhodopsin protocols
ML & Deep Learning
- Behavioural cloning & inverse RL on healthcare worker trajectories (JAX/Flax/Optax) — AMR-HUB
- Deep learning CT-scan analysis pipelines across multinational clusters
- NLP on multimodal sociology database — CLOSER
Scientific Computing & Simulation
- C++ GUI development for real-time ultrasound device (developer and project managed) — K-Plan
- Climate modelling contributions for UK branch of project — EuroCORDEX-UK
- Agent-based modelling of antimicrobial resistance spread
Infrastructure & Security
- Kubeflow/GPU benchmarking and deployment
- Real-time IoT anomaly detection — PETRAS/TAIMAS
Open Research
- scikit-surgery library tooling — SCIKIT-SURGERY STATS DASHBOARD
- Sensae ApS (early engineer, sole software) — designed haptic language for affective wearables; built physiological data analysis pipelines; developed and maintained system through multiple beta testing rounds
- UCL Plasticity Lab (PI: Tamar Makin) — built multi-modal fMRI analysis pipeline; co-led multi-center sensorimotor pilot study
- Amherst College — characterised zebrafish startle reflexes via neural field recordings; co-authored book chapter
- UMass Computational Memory Lab — automated neuroimaging pipeline for visual cortex mapping (FreeSurfer/bash/MATLAB)
Python · JAX · PyTorch · C++ · R · MATLAB · Docker · Kubernetes · Kubeflow · Mesa/SolaraViz
