Asterios Stergioudis
Data Science Team Lead
Polygyros, Central Macedonia, Greece
Summary
👤
Senior🎓
Top SchoolAsterios Stergioudis is a Data Science Team Lead with 11 years of experience applying machine learning to healthcare, security, and analytics problems. He combines hands-on model development and production ML leadership at Kaizen Gaming with consultancy work building IoT-driven solutions that improve dignity and prevent infections for seniors. Asterios has a proven track record in robust time-series outlier detection and custom clustering algorithms for root-cause analysis, and reached the top 0.7% of Kaggle competitors during his expert-tier tenure. At Citrix he focused on applying ML to app, data and network security, demonstrating an ability to translate research-grade techniques into operational systems. He’s also an avid Formula One data sleuth—running a personal F1 prediction project and blog—which reflects his curiosity for niche, high-frequency prediction problems. Based in Polygyros, Greece, he pairs international education and consulting experience with a practical drive to deliver impactful, real-world ML products.
11 years of coding experience
11 years of employment as a software developer
Postgraduate Specialization Program, Postgraduate Specialization Program at Athens University of Economics and BusinessDegree, Degree at Aristoteleion Panepistimion ThessalonikisMSc, MSc at University of Surrey
Greek, English, Italian, German
Stackoverflow
3,166reputation
306kreached
42answers
35questions
nlp
top-5%
Github Skills (42)
shap9
shapley9
hyperparameters9
gradient-boosting9
nlp9
multiprocessing8
deep-learning8
machine-learning8
topological-data-analysis8
dimensionality-reduction7
projection7
approximation7
snorkel6
uniform6
data-augmentation6
Programming languages (3)
Github contributions (5)
asstergi/f1-predictor
May 2017 - Sep 2019
Contributions:24 commits, 22 pushes, 1 branch in 2 years 4 months
asstergi/Big-Data-and-Business-Analytics-Thesis-AUEB
Dec 2014 - Apr 2018
Contributions:11 commits, 1 push in 3 years 4 months
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