Ioannis Mesionis

Senior Ai Ml Engineer @King

London, GB
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+91 *********19

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WORK HISTORY

May 2024 — Present

Senior Ai Ml Engineer @King

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London, GB

Responsibilities:• Lead the design and development of production-grade machine learning systems supporting live game environments with millions of daily active users owning the full lifecycle from data collection and feature engineering through to deployment, monitoring, and continuous optimisation.• Build and maintain scalable ML infrastructure and data pipelines using GCP, BigQuery, and Airflow to enable efficient experimentation, reproducibility, and high-throughput model training and serving.• Design and implement large-scale experimentation frameworks to strengthen data-informed decision-making — including randomised data collection, exposure modelling, and uplift measurement for in-game features and CRM personalisation.• Develop predictive and personalisation models such as customer lifetime value (LTV), engagement, and retention forecasting to enhance player experience and inform strategic decision-making across the player lifecycle.• Collaborate cross-functionally with product, data, and engineering teams to translate complex business challenges into measurable outcomes through explainable, reliable, and high-impact AI solutions.• Drive innovation in applied machine learning and recommender systems, exploring advanced techniques in collaborative filtering, context-aware modelling, and contextual bandits to deliver personalised player experiences at scale.

EDUCATION

2010 — 2015

University of Ioannina

Bachelor's degree, Mathematics

N/A

Quantic School of Business and Technology

Executive MBA, Business Administration and Management, General

2017 — 2018

University of Essex

Master of Science - MSc, Data Science

ABOUT IOANNIS MESIONIS

As a Data Scientist and an AI/ML Engineer with ~6 years of experience, Ioannis has a proven track record of managing teams and working closely with internal and external stakeholders to translate business problems into data-driven solutions. He possesses excellent communication and leadership skills, allowing him to effectively coordinate and manage cross-functional teams and drive business decisions using data.In terms of technical expertise, he has extensive experience in Python, Machine Learning, MLOps and Machine Learning Engineering best practices. He also has a strong foundation in machine learning algorithms and recommendation/ranking frameworks and is skilled in data pre-processing, feature engineering, and model evaluation techniques. In addition, he is experienced in model deployment and performance optimisation and has a solid understanding of data pipelines and infrastructure management.Overall, he is passionate about using data to drive business decisions and is always seeking opportunities to learn and grow in the field of Data Science. With his combination of technical skills and leadership abilities, he is confident in bringing value to any team and project.Tech Stack: Python, R, Machine Learning, SQL, PySpark, MLOps, Databricks https://ioannismesionis.github.io/‍ https://github.com/ioannismesionis i••••••••@gmail.com

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