Stylianos I.
AI Engineer
Experience
Jan 2023 - Present
3 yearsEngineering Consultant and broker
Ktimatiki International
Jan 2021 - Dec 2022
2 yearsMachine Learning Engineer / Research Associate
PPC
- Participated in TERMINET and PHOENIX EU research projects
- Developed ML classifiers for an industrial-protocol focused Security Information and Event Management (SIEM) based on research from SPEAR EU project
Jan 2020 - Present
6 yearsCIO
Breeze Collective
- Responsible for various corporate information systems
Jan 2020 - Dec 2021
2 yearsMachine Learning Engineer / Developer
Nilware
- Full stack web development in Node.JS and Python
- Worked on Google Clusterfuzz codebase focusing on ML modules
- Developed a startup web project
Jan 2018 - Feb 2020
2 years 2 monthsDeveloper
Coinomi
- Performed cryptocurrency backend programming in Python, Java, Linux bash shell, and Docker scripting for coins derived from Bitcoin, Ripple, Ethereum, and Monero codebases
Jan 2016 - Feb 2020
4 years 2 monthsData Scientist
Cryptean
- Participated in various confidential projects including algorithmic trading for cryptocurrencies, ETFs, and stocks
- Performed backtesting with Python ML models (XGBoost, Zipline, Keras, Pandas)
- Implemented cryptocurrency backend programming in C#, Erlang, and Python
- Developed experimental privacy-focused blockchain for prediction markets using Erlang codebase
- Developed deep learning (LSTM), random forests, and boosting-based models for trading signal generation
- Conducted blockchain graph analysis for transaction tracing and tracking using MongoDB, Cassandra, and Python
Jan 2015 - Dec 2016
2 yearsData Scientist / Econometrician
Accenture
- Provided business consulting in customer analytics
- Worked on big data, data mining, machine learning, econometrics, neural networks, algorithmic betting, clustering analysis, and advertising cost/revenue time series analysis and optimization
- Programmed in R, SAS, Python, and Hadoop ecosystem (HBase, Cloudera manager)
Aug 2014 - Oct 2014
3 monthsConsultant
Lloyd’s Register Energy
- Compiled study on the socioeconomic and environmental impact of using the Port of Larnaca as a logistics base for offshore exploration drilling operations in Cyprus
Jan 2011 - May 2013
2 years 5 monthsConsultant
Lafarge, Heracles Group
- Developed operations research code for large-scale logistics network and production management optimization in Lingo platform
- Integrated supply chain optimization processes with SAP systems
- Automated operational and strategic logistics budgeting processes
Nov 2010 - Jan 2013
2 years 3 monthsConsultant
Ocean Finance
- Participated in COSTA feasibility studies on LNG ship fuel use in European ports and related infrastructure investments
- Worked on European Commission TEN-T project modeling freight rates and optimization of cement carrier fleet deployment
Jan 2006 - Present
20 yearsAnalyst / Researcher
Laboratory for Maritime Transport, NTUA
- Conducted research, proposal writing, and consulting for projects funded by the European Commission, Pudong Chinese Government, and private entities such as Zurich International Finance and Shipping R&D Center
- Consulted for Pudong Government on carbon, offshore, and shipping finance issues regarding Shanghai financial center in collaboration with Zurich Financial Services
- Prepared business plan for an innovative transshipment system for ultra-large container vessels (COFASTRANS)
- Developed sea traffic management, route optimization, and real-time IT systems for maritime applications (MONALISA 2.0)
- Optimized offshore wind farm lifecycle and supply chain using lean logistics (LEANWIND)
- Designed port executives training program (TRAINMOS)
- Implemented telematics, RFID, and business process reengineering at logistics centers (CHINOS)
- Worked on shipbuilding industry competitiveness and employment projects (EQUAL)
- Participated in European Motorways of the Sea project (MOSES)
- Modeled fleet size and mix and optimal containership size analysis for Neptune Orient Lines (NUS-NTUA)
- Performed cost-benefit analysis of oil spill recovery using Monte Carlo techniques (OSH)
- Redesigned and optimized European freight logistics policies (SUPERGREEN)
- Assessed environmental impact in marine transportation for American Bureau of Shipping – NTUA project
- Lectured in operations research, logistics, accounting, and finance at NTUA Dept. of Naval Architecture and Marine Engineering
- Compiled research proposals for the European Commission and other organizations (SME, Horizon 2020, FP7)
Jan 2005 - Dec 2009
5 yearsMechanical Engineer
Freelance
- Designed mechanical installations for industrial buildings
- Issued installation and operation permits for factories
- Compiled environmental impact assessment studies for small and medium enterprises
Summary
M.Eng. in Mechanical & Industrial Engineering, M.Sc. in Finance, Ph.D. Candidate in Operations Research/ML and Shipping Finance. Diverse experience in Analytics and Machine Learning for international consulting and research projects with a solid quantitative background in financial modeling & econometrics, algorithmic trading & statistical arbitrage. Domain expertise in sciences Long experience in EU proposal writing
Languages
Greek
NativeGerman
AdvancedEnglish
AdvancedFrench
AdvancedPortuguese
IntermediateEducation
Oct 2006 - Present
National Technical University of Athens (NTUA), Dept. of Naval Architecture and Marine Engineering
Ph.D. Candidate, Operations Research and Shipping Finance · Naval Architecture and Marine Engineering · Athens, Greece
Oct 2004 - Jun 2005
ALBA (Athens Laboratory of Business Administration)
M.Sc. in Finance, Specialization in investments · Finance · Athens, Greece
Oct 1998 - Jun 2004
National Technical University of Athens
M.Eng. Diploma · Mechanical Engineering, Production engineering · Athens, Greece · 7.1/10
...and 1 more
Certifications & licenses
Abitur
German School of Athens
Cambridge Lower
Cambridge Proficiency
DALF B1
DALF B2
DALF B3
DALF B4
DELF A1
DELF A2
DELF A3
DELF A4
DELF A5
DELF A6
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