Experience & Skills

A track record of shipping ML systems, from research prototypes to production pipelines in autonomous driving and cloud infrastructure.

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Work History

Sep 2025 – Present

Graduate AI Engineer

Valeo Vision Systems • Galway, Ireland
  • Developing end-to-end autonomous driving algorithms, from data pipelines to on-device deployment.
  • Optimized 3D pointcloud processing pipeline, reducing time per trace by 7x utilizing JAX.
  • Architected a scalable fault-tolerant data processing pipeline using Airflow and K8s, enabling dynamic task distribution.
  • Optimizing segmentation and perception models for real-time inference in embedded automotive environments.
Jun 2024 – Sep 2024

Software Engineering Intern

Microsoft Research • Dublin, Ireland
  • Developed and implemented state and API mocking solutions for production and testing environments, saving significant engineering hours.
Mar 2023 – Sep 2023

Software Engineering Intern

Microsoft Research • Dublin, Ireland
  • Developed authentication mocking for token generation in production environments.
  • Created a builder-pattern framework to simplify app configuration for new back-ends.
  • Led initiative to assess Copilot’s outputs using NLP, semantic accuracy, and topic modelling.
  • Hackathon wins: Fine-tuned LLM for onboarding assistant; Concept platform for M365 educational suite.
Jun 2022 – Sep 2022

Data Science & Machine Learning

Agnicio • Rotterdam, Netherlands
  • Transitioned proprietary forecasting models to a SaaS approach.
  • Benchmarked models against top Kaggle baselines.
  • Developed new LightGBM/XGBoost/ARIMA models.
Nov 2020 – May 2022

Showroom Sales Specialist

Dwyers Electrical • Cork, Ireland
  • Contributed to a team grossing €5M yearly; oversaw €350K+ in orders individually.
  • Implemented a chatbot for online sales to maximize revenue.

Education

Aug 2024 – Sep 2025

M.Sc. Artificial Intelligence for Medicine & Medical Research

University College Dublin

GPA: 3.75/4.00

Aug 2020 – Sep 2024

B.Sc. Data Science and Analytics

University College Cork

GPA: 3.68/4.00

Technical Skills

Languages

Python R SQL TypeScript C# Rust Java Haskell LaTeX

Frameworks & Libraries

PyTorch JAX scikit-learn NumPy Pandas PySpark React Node.js .NET

Cloud & DevOps

Google Cloud (Vertex AI) AWS Azure Docker K8s DVC

Databases

MySQL MongoDB

Core Competencies

Deep Learning Reinforcement Learning Statistical Modeling Forecasting Data Viz