Jerone Andrews Email & Phone Number

United Kingdom

London, United Kingdom

• Lead a team of six researchers and engineers, specialising in responsible data-centric ML research, including data curation, representation learning, and bias detection/mitigation in discriminative and multimodal generative models.• Published in top-tier venues (ICLR, NeurIPS, ICML, ECCV, EMNLP, FAccT), receiving an ICML 2024 Best Paper Award, multiple oral acceptances, patents, and contributed open-source PyTorch code.• Scaled research teams, initiated new research topics (e.g.… Show more • Lead a team of six researchers and engineers, specialising in responsible data-centric ML research, including data curation, representation learning, and bias detection/mitigation in discriminative and multimodal generative models.• Published in top-tier venues (ICLR, NeurIPS, ICML, ECCV, EMNLP, FAccT), receiving an ICML 2024 Best Paper Award, multiple oral acceptances, patents, and contributed open-source PyTorch code.• Scaled research teams, initiated new research topics (e.g., HCI), and formed external collaborations (e.g., Stanford).• Curated globally diverse human-centric images for fairness evaluations.• Collected 638,000+ human judgments on face similarity using Amazon Mechanical Turk for cognitive science-inspired representation learning.• Designed and developed a full-stack image annotation web app with Flask, Docker, Redshift/SQL, JavaScript, Jinja, HTML, CSS, testcontainers, cachetools, and Git, maintaining 78%+ coverage for continuous integration/deployment (CI/CD).• Led backend development to automate fairness evaluations of generative super-resolution and vision-language models.• Automated and optimised data quality systems using cron jobs, data pipelines, Python, SQL, Redshift, S3, and EC2.• Established ethics review processes, designed responsible AI guidelines, and developed data curation best practices across Sony Group. Show less