Stylianos Kampakis
Verified Expert in Engineering
Machine Learning Developer
Dr. Stylianos Kampakis is an expert data scientist living and working in London. He has a Ph.D. in machine learning from the University College London and an MSc in informatics from The University of Edinburgh. He is a member of the Royal Statistical Society and the UCL Blockchain Centre. His skills include machine learning, statistical analysis, deep learning, natural language, and Bayesian statistics.
Portfolio
Experience
Availability
Preferred Environment
R, Python
The most amazing...
...thing is working on new interesting projects revolving around ML and AI.
Work Experience
Senior Data Scientist
Circadia
- Developed an ML-based algorithm to predict clinical outcomes.
- Wrote up and published a research paper for which I also did the analysis. The research paper concerned a medical study.
- Created a deep learning algorithm based on a radar device to detect bed exit activity.
Data Science Advisor
London Business School
- Advised students on various projects involving machine learning and AI.
- Taught students how to use R and Python to deliver data science projects.
- Worked alongside companies on scoping out projects for students.
Chief Data Scientist
Electi Consulting
- Created a recommender system using a deep neural network. Mentored a team of two data scientists on how to maintain the model and bring it to production.
- Built agent-based tokenomics models for token economies.
- Built a demand forecasting model for the Stoli group. Managed a data scientist and a software developer in order to bring this model to production.
- Created a classifier on text data using natural language processing.
- Created a machine learning classifier to classify fraudulent reviews.
Chief Data Officer
Nitrous
- Developed a complete automated data analysis system based on genetic programming and interpretable machine learning.
- Managed and mentored two junior data scientists who have tested and made improvements to the engine of the automated data analysis system.
- Ran educational workshops on data science for a non-technical audience, in order to communicate how data science can be applied in their business.
CEO | Chief Instructor
Tesseract Academy
- Taught executive education workshops for the US Navy, Vodafone, and British Land.
- Designed data strategy for multiple companies, mostly startups, and scale-ups.
- Taught over 100 decision-makers on how to use data science in their business.
Visiting Lecturer
Cyprus International Institute of Management
- Taught statistics and quantitative methods.
- Taught social media analytics.
Data Scientist
Brandtix
- Used natural language processing in order to extract insights from social media data.
- Used forecasting methodologies to predict an individual's growth of social media following.
- Ran anomaly detection algorithms on time series of social media volume.
- Used topic modeling on social media data.
- Built a statistical model that describes the worth of a football player, and connect this to a monetary value.
AI Advisor
Digipal AI
- Customized a large language model and trained it on GPUs.
- Created intellectual property for Digipal AI, which they use to raise funds.
- Created an AI and data strategy for the company, which is being used in fundraising.
Senior Data Scientist and AI Consultant
SquareTrade
- Used machine learning to create a customer churn prediction system.
- Created a time series forecasting algorithm for the logistics department.
- Helped create the AI and data strategy for the company.
Senior Data Scientist
Brainpool
- Delivered a forecasting algorithm to forecast sales for a London-based retailer and deployed it on Sagemaker.
- Set up a data standard for digesting and using data for predictive modeling.
- Developed a new machine learning method for forecasting. The method uses a combination of unique features.
Experience
ADAN.io
Skills
Languages
Python, R, Python 3
Paradigms
Data Science, ETL, Management
Other
Machine Learning, Statistics, Bayesian Statistics, Artificial Intelligence (AI), Deep Learning, Natural Language Processing (NLP), Statistical Forecasting, Education, GPT, Generative Pre-trained Transformers (GPT), Pricing Models, Data-driven Marketing, Supervised Learning, Classifier Development, Business, Business Ideas, Finance, Forecasting
Education
Master of Science in Entrepreneurship in Business Administration
University of Cambridge - Cambridge, United Kingdom
Ph.D. in Computer Science
University College London - London, England
Bachelor of Science Degree in Statistics and Mathematics
The Open University - United Kingdom
Master of Science Degree in Informatics
The University of Edinburgh - Edinburgh, Scotland
Master of Science Degree in Intelligent Systems
Aristotle University of Thessaloniki - Thessaloniki, Greece
Diploma in Economics
The Open University - United Kingdom
Bachelor of Science Degree in Cognitive Science
Aristotle University of Thessaloniki - Thessaloniki, Greece
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