Athanasios Siouras

Athanasios Siouras

Machine learning engineering
Greece
German, English, Greek, French

نبذة عني

Machine learning engineering professional with experience in computer vision, data engineering, NLP tool development, and statistical analysis. Has worked on Horizon EU projects and research initiatives involving deep le…

الخبرة

Machine learning engineering

Aideas OU
Sep 2020 - حتى الآن · 5 سنوات 10 أشهر

Prepared and delivered comprehensive project reports for Horizon EU projects.
Represented the team in meetings with consortium partners.
Communicated and collaborated with consortium partners to align efforts and achieve project objectives.
Led a computer vision and data engineering task for Search and Rescue.
Focused on video analysis and feature engineering for victim detection in drone imagery.
Headed a 3D computer vision task for LAW-GAME.
Specialized in video analysis and feature engineering for pose estimation and emotion analysis.
Applied machine learning classifiers for emotion interpretation.
Integrated project components into the larger project.
Directed a computer vision initiative for Chameleon targeting health monitoring of sheep, cow lameness detection, and vine counting in vineyards through drone imagery analysis.
Integrated components into the final project platform.
Led a cybersecurity task for Sphinx.
Focused on feature engineering, problem-solving, and data engineering.
Developed classifiers and a decision support system.
Integrated the system into a cohesive platform.
Managed point cloud data processing for XMANAI.
Developed a regressor.
Designed the graphical user interface for the final platform.

Machine learning engineer

Aideas
Sep 2020 - حتى الآن · 5 سنوات 10 أشهر

Horizon EU Projects: Across all these projects, I held the crucial responsibility of preparing and delivering comprehensive project reports, ensuring they accurately reflected our progress and milestones. Additionally, I served as the key representative in meetings with consortium partners, effectively communicating and collaborating to align our efforts and achieve project objectives. 1. Search and Rescue- Horizon 2020 / SU-DRS02-2019 • Role: Led a computer vision and data engineering task, focusing on video analysis and feature engineering for victim detection in drone imagery. Demonstrated exceptional problem-solving skills in the project. 2. LAW-GAME- Horizon 2020 / SU-FCT02-2020 • Role: Headed a 3D computer vision task, specializing in video analysis and feature engineering for pose estimation and emotion analysis. Applied machine learning classifiers for emotion interpretation and integrated components into the larger project. 3. Chameleon- Horizon-CL6-2021-GOVERNANCE-01 Projects: 1. Digital Endpoint Reports • Role: Directed a complex computer vision initiative targeting health monitoring of sheep, cow lameness detection, and vine counting in vineyards through drone imagery analysis. Integrated these components into the final project platform, showcasing data and feature engineering expertise. 4. Sphinx - Horizon 2020 / SU-TDS-02-2018 • Role: Led a cybersecurity task, focusing on feature engineering, problem-solving, and data engineering. Developed classifiers and a decision support system, integrating them into a cohesive platform. 5. XMANAI - Horizon 2020 / ICT-38-2020 • Role: Managed point cloud data processing, developed a regressor, and designed the graphical user interface for the final platform. Demonstrated proficiency in user interface design and data handling within the project. • Collaboration: Partnered with Circadic, a company working with pharmaceutical and research organizations to advance digital medicine. • Role: I specialized in NLP tool development for clinical trial searches and authored comprehensive reports. Focused on implementing wearable devices as digital endpoints in clinical research. 2. Trading Bot Developer in Partnership with Olayan Group Trader • Role: Engineered a sophisticated stock market trading bot using technical analysis indicators and customized trading strategies. Implemented optimization methods and machine learning models for data-driven decision-making in trading.

Technical Scientific Personnel

Centre for Research & Technology, Hellas
May 2020 - Nov 2023 · 3 سنوات 6 أشهر

Worked on OACTIVE.
Worked on SafeACL.
Worked on UPrevent.

Commodity trader

Violar S.A.
Jul 2018 - Aug 2020 · 2 سنوات 1 شهر

Managed the procurement and distribution of Brazilian, Spanish, and Turkish cotton to markets in India, Vietnam, China, Bangladesh, Malaysia, Pakistan, Turkey, and Indonesia.
Coordinated with major shipping corporations including Maersk.
Negotiated with insurance firms and banks including UBS and BNP Paribas.
Developed futures contracts for the stock market.

Data analyst

Freelancer
Nov 2017 - Aug 2020 · 2 سنوات 9 أشهر

Performed statistical analysis across diverse fields.
Interpreted questionnaire results and medical data.
Solved statistical problems.
Delivered insights applicable to various sectors.
Led a project on studying optimal acetabular placement using MATLAB.

المهارات

بايثون (لغة برمجة) الرؤية الحاسوبية علم البيانات منتجات طبية الشبكات العصبية دوكر نظام تشغيل لينكس Deep Learning Machine Learning Pandas Statistics Biostatistics Data Analysis Problem Solving LaTeX SPSS Jenkins Streamlit MLOps SQL MATLAB Simulink Microsoft Office Data Engineering Feature Engineering Video Analysis NLP Machine Learning Classifiers Decision Support Systems Point Cloud Data Processing Graphical User Interface Design Technical Analysis Optimization Methods
الإبلاغ عن هذا الملف الشخصي؟