EXPERIENCE

Senior Data Scientist

The Alan Turing Institute

2022 - Present

Data Scientist 2021-2022

  • Working with AI researchers, social scientists, and policy experts on AI Safety/Online Safety research.
  • Building methods and infrastructure for sociotechnical AI Safety evaluations.
  • Safety testing pre-release frontier models.
  • Conducting & applying technical research, fine-tuning and evaluating LLMs.
  • Built large-scale data/ML pipelines for analysing online abuse.

Data Scientist

Curve Analytics

2021

  • Developed and deployed search traffic ranking solutions and recommender systems at data science consultancy.

SKILLS

  • Python
  • PyTorch
  • HF Transformers
  • Sklearn
  • Flask
  • SQL
  • Azure
  • AWS
  • Docker
  • Git
  • Machine Learning
  • Deep Learning
  • Transformers
  • NLP
  • Tech Policy

EDUCATION

MEng (1st)

Computer Science with Innovation

University of Bristol

2016 - 2020

  • Units taken include:
    • Applied Data Science
    • Applied Deep Learning
    • Machine Learning
    • Software Product Engineering
    • Design & Systems Thinking for Innovation

🎭 LLM Disinformation

Evaluating LLMs for malicious info ops
Measuring compliance and "humanness" of AI-generated election disinformation.

🐙 Prompto

Facilitating LLM experiments
Python library for asynchronous querying of LLM endpoints.

🦤 DoDo Learning

Cross-domain abuse classification
Exploring domain-demographic transfer performance in language models for abuse classification.

🔭 Online Harms Observatory

Tracking online abuse
Building pipelines and deploying language models to deliver real-time analytics on online harm.

⚽ Footballer Abuse

Analysing patterns in online abuse
Collecting data and training language models to detect abuse targeted at football players.