Looks like you have JavaScript disabled. For the full Twine experience, you will need to re-enable it.

I am a versatile professional with a strong background in AI development, software engineering, data analytics, and mathematics. I enjoy turning complex problems into practical, scalable solutions and collaborating with stakeholders to deliver measurable impact. Based in Adelaide, I apply statistical analysis and modern ML techniques to medical and engineering data, design relational and knowledge-graph–driven schemas, and build backend systems and pipelines that enable robust data-driven decision making.…I am a versatile professional with a strong background in AI development, software engineering, data analytics, and mathematics. I enjoy turning complex problems into practical, scalable solutions and collaborating with stakeholders to deliver measurable impact. Based in Adelaide, I apply statistical analysis and modern ML techniques to medical and engineering data, design relational and knowledge-graph–driven schemas, and build backend systems and pipelines that enable robust data-driven decision making.

Nikita Woolcock

AI Engineer, Data Scientist, Full Stack Developer, +2





I am a versatile professional with a strong background in AI development, software engineering, data analytics, and mathematics. I enjoy turning complex problems into practical, scalable solutions and collaborating with stakeholders to deliver measurable impact. Based in Adelaide, I apply statistical analysis and modern ML techniques to medical and engineering data, design relational and knowledge-graph–driven schemas, and build backend systems and pipelines that enable robust data-driven decision making.…I am a versatile professional with a strong background in AI development, software engineering, data analytics, and mathematics. I enjoy turning complex problems into practical, scalable solutions and collaborating with stakeholders to deliver measurable impact. Based in Adelaide, I apply statistical analysis and modern ML techniques to medical and engineering data, design relational and knowledge-graph–driven schemas, and build backend systems and pipelines that enable robust data-driven decision making.

Available to hire

I am a versatile professional with a strong background in AI development, software engineering, data analytics, and mathematics. I enjoy turning complex problems into practical, scalable solutions and collaborating with stakeholders to deliver measurable impact.

Based in Adelaide, I apply statistical analysis and modern ML techniques to medical and engineering data, design relational and knowledge-graph–driven schemas, and build backend systems and pipelines that enable robust data-driven decision making.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Language

English

Advanced

Work Experience

Data Analyst, Software Engineer, AI Engineer at ADELAIDE MRI

January 1, 2022 - Present

Statistical data analysis of high-volume medical data (t-tests, Mann-Whitney U and assumption checks) to derive research insights. Designed LLM-powered text classification pipelines (LangChain, prompt engineering) and deployed LLMs using vLLM in Docker. Implemented RAG systems with embedding generation, vector search, clustering, and NDCG-based ranking optimization to improve retrieval. Refactored backend systems, and collaborated with clinicians to design a relational schema informed by Knowledge Graph principles for multi-hop semantic analysis across medical reports; designed relational databases with indexing and FK constraints for large-scale datasets.

Data Analyst Internship at ElectraNet Pty Ltd

February 1, 2023 - November 1, 2023

Found operational limits of transmission lines via regression and confidence intervals using Python and RStudio. Implemented custom Latin Hypercube and Monte Carlo samplers for data sampling optimization. Designed and implemented a file-management database.

Mathematics Tutor at Self Employed

January 1, 2021 - November 1, 2022

Tuted years 9-12 advanced mathematics to high school students in Adelaide. Adapted instruction for students with disabilities (dyslexia, autism) and reviewed materials to ensure comprehension.

Stunt Performer at NitroCircus

February 1, 2019 - March 1, 2020

Performed stunts as part of live productions and events.

Coach, Retail Assistant, Party Host at Skate Society

January 1, 2014 - January 1, 2019

Coached participants, assisted customers, and hosted events and parties.

Sound Engineer at Celtic Irish Club

January 1, 2017 - January 1, 2018

Managed sound engineering for events and performances.

Crew Member at McDonald's

January 1, 2019 - January 1, 2020

Customer service, order taking, cash handling, and maintaining cleanliness during peak times.