Hello, I'm

UK-based ML engineer with U.S. AI experience

Elliot Tuckerman

First Class Honours

BSc Computer Science UK Flag

4.0 GPA

US Grade US Flag

Specialization

Machine Learning and Heuristics

About Me

Summary

I'm Elliot Tuckerman, a machine learning engineer specializing in NLP and LLM optimization. Recently relocated back to the UK after spending time in the USA, I'm passionate about advancing AI technology. My expertise includes fine-tuning models, debugging AI-generated code, and optimizing large language models. I aim to push the boundaries of machine learning and contribute meaningfully to the rapidly evolving field of AI.

Education

BSc in Computer Science, Machine Learning and Heuristics

Sheffield Hallam University

  • First Class Honours (4.0 / 4.0 GPA)
  • Specialized in supervised and unsupervised machine learning algorithms
  • Used data visualization to analyze and present data to teams

Current Position

Gen AI Contractor, Security Delivery Management Team

Meta

2025 - 2026

Atlanta, Georgia, United States ยท Remote

  • Mitigated prompt injection vulnerabilities across LLM-driven systems
  • Evaluated foundation model behavior for safety, robustness, and alignment
  • Generated high-quality synthetic data for model fine-tuning
  • Collaborated with AI and security teams to ensure safe production deployment

Projects

LLaMA 3.1 QA Fine-tune

LLaMA 3.1 QA Fine-tune

Fine-tuned LLaMA 3.1 model for RV-specific Q&A using advanced techniques.

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CS:S Surfing AI Tool

CS:S Surfing AI Tool

AI-driven tool to analyze and improve surfing techniques in Counter-Strike: Source.

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Multi-GPU LLM Fine-Tuning

Multi-GPU LLM Fine-Tuning

Implemented efficient multi-GPU fine-tuning for large language models.

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Vehicle Theft ML Analysis

Vehicle Theft ML Analysis

Applied machine learning algorithms to analyze patterns in vehicle theft data.

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Latest Blog Posts

Neural Network and Human Brain Comparison

Uncovering Patterns in LLM Hallucinations: A Parallel with Human Behavior

October 07, 2024

Exploring a fascinating pattern in LLM behavior and its surprising parallel with human cognitive processes...

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CS50AI 2024 Course

My CS50AI 2024 Journey: From Search to Neural Networks

August 31, 2024

Reflecting on my transformative experience with Harvard's CS50AI course, diving into cutting-edge AI concepts and practical applications...

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Hugging Face Transformers

My Journey Learning Hugging Face Transformers

April 6, 2024

Exploring my exciting journey with the Hugging Face NLP course and diving into the world of transformer models...

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