Makbule Ozsoy - Machine Learning Engineer at Neo4j

Makbule Ozsoy

Machine Learning Engineer at Neo4j

London, England, United Kingdom

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Summary

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Senior

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Top School

Makbule Ozsoy is a Machine Learning Engineer in London with 11 years of experience building recommendation, information retrieval and NLP systems across industry and research. She has bridged academic rigor (PhD-level research on explainable and RL-based recommenders) with product-grade engineering at Meta and Neo4j, where she designs RAG modules and translates natural language into Cypher for graph databases. Her background spans end-to-end ML pipelines, LLM integration and deployment, plus domain work in finance chat analysis and trading-engine access control. Comfortable in Python and Go, she combines deep algorithmic insight with practical performance improvements (e.g., measurable gains from LLM fine-tuning) and a history of multilingual NLP work. Notably, she moves fluidly between research problems and production constraints, making complex graph- and language-driven systems accessible to application teams.

11 years of coding experience

16 years of employment as a software developer

Visiting PhD Student Computer Science, Visiting PhD Student Computer Science at University of Calgary

PhD Computer Engineering, PhD Computer Engineering at Orta Doğu Teknik Üniversitesi / Middle East Technical University

Kayseri Fen Lisesi

Github Skills (39)

feature-extraction8

cython7

extraction7

natural-language-processing7

python7

nlp7

turkish6

deep-learning6

machine-learning6

text-classification6

dtw6

language-processing6

named-entity-recognition6

artificial-intelligence6

transformer-architecture5

Programming languages (3)

JavaJupyter NotebookPython

Github contributions (5)

mgulcin/MultiObjective_Rec

Dec 2016 - Dec 2019

Contributions:5 commits, 4 pushes, 1 branch in 3 years

mgulcin/mgulcin.github.io

Feb 2020 - Mar 2025

Contributions:90 pushes, 1 branch in 5 years 2 months

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