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Head of AI & Machine Learning, Data @ BioScout
Hello! I'm passionate about building great products, driven by quality data, powering excellent machine learning models. Welcome to my LinkedIn, If you have any more questions that this page may not answer please feel free to contact me through LinkedIn messaging or at nglillywhite@gmail.com. Checkout my Blog here: https://nglillywhite.quarto.pub/nicks-blog/
University of Technology Sydney
Bachelor of Information Technology
January 1, 2014 – January 1, 2017
BioScout
Head of Data, AI, & Machine Learning
January 1, 2024 – Present
Sydney, New South Wales, Australia · On-site
BioScout
Machine Learning Engineer
May 1, 2023 – January 1, 2024
Sydney, New South Wales, Australia · On-site
Westpac Group
Machine Learning Engineer
May 1, 2020 – May 1, 2023
Westpac Group
Data Engineer
August 1, 2018 – May 1, 2020
BT Financial Group
IT Business Analyst
February 1, 2018 – August 1, 2018
Barangaroo Tower 2
Westpac Institutional Bank
IT Business Analyst
January 1, 2017 – February 1, 2018
275 Kent Street, Sydney
WiseTech Global (previously CargoWise)
Associate Software Developer
October 1, 2014 – December 1, 2014
72 O'Riordan St, Alexandria
WiseTech Global (previously CargoWise)
Service Desk Engineer
July 1, 2014 – October 1, 2014
72 O'Riordan St, Alexandria
Machine Learning Engineering for Production (MLOps) Specialization
Coursera
June 24, 2026 – Present
Deploying Machine Learning Models in Production
Coursera
June 24, 2026 – Present
Machine Learning Engineer
Udacity
June 24, 2026 – Present
Introduction to Machine Learning in Production
Coursera
June 24, 2026 – Present
Machine Learning Modeling Pipelines in Production
Coursera
June 24, 2026 – Present
Data Analyst for Enterprise
Udacity
June 24, 2026 – Present
Machine Learning Data Lifecycle in Production
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a diverse career path, starting from Associate Software Developer and IT Business Analyst roles, progressing through Data Engineer and Machine Learning Engineer, and culminating in a Head of Data, AI, & Machine Learning position. This progression demonstrates adaptability and a broad understanding of the software development and data ecosystems. The move from a large enterprise (Westpac) to a startup (BioScout) indicates an interest in dynamic environments and taking on significant responsibility, which aligns with a proactive and innovative culture. The breadth of roles and industries (finance, agriculture/biotech) suggests a versatile individual capable of adapting to different organizational cultures and challenges.
Soft Skills & Operational Fit
The candidate's experience descriptions highlight strong leadership, strategic thinking, and cross-functional collaboration skills. They have experience in defining and delivering ML solutions, leading teams, and liaising with business stakeholders, indicating a good operational fit for senior roles requiring both technical depth and business acumen. The descriptions also suggest a proactive approach to problem-solving and a focus on measurable outcomes.