プロフィール詳細

プロジェクトを作成

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Dr. Jamie O.に依頼

United Kingdom

Generative Bio-Sequence Models | Custom Latent Diffusion & LLADA Models

プロフィール概要

I'm a Machine Learning Architect and Bioinformatics Scientist with a history of building cutting-edge AI systems at institutions like Stanford University and Tether and other companies. I specialise in designing and engineering custom generative AI architectures from the ground up, moving beyond out-of-the-box wrappers to deliver foundational, highly optimised solutions. My core focus bridges advanced multi-modal architectures and complex biological sequence modelling. Clients partner with me when they require rigorous engineering, specialised domain expertise, or executive-level advisory for high-stakes AI initiatives. Core Expertise: Custom Generative Architectures: Architecting and training masked and latent diffusion models entirely from scratch for specialised, non-standard use cases. Generative Biology: Building advanced deep neural networks mapped to complex DNA sequence space, including generative protein models and synthetic genomic data generation. Biomarker & RNA-seq Pipelines: Designing, engineering, and deploying novel RNA-seq pipelines on AWS with integrated machine learning for disease classification and biomarker discovery in mutated proteins. Fractional AI Advisory: Providing strategic technical leadership for organisations looking to bridge the gap between advanced AI research and deployment.

専門分野

• ★ Omics
• ★ Machine Learning
• ★ Neural Networks
• ☆ Molecular Biology
• ☆ Software Engineering
• ☆ Data Analysis
• ☆ Big Data Analytics
• ☆ Bioinformatics

サービス

• Research
• Consulting
• Data & AI

Research Meta-Research, Scientific and Technical Research

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Algorithm Design-ML

職務経験

Bio ML Engineering

Confidential Clients

4月 2022 - 現在

学歴

PhD Bioinformatics

Oxford Brookes University

11月 2019 - 4月 2023

Medical Genetics and Genomics

Oxford Brookes University

9月 2018 - 9月 2019

認定資格

• 認定資格の詳細は未入力です。