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@hristosv1user
Quantitative researcher and data scientist specializing in trading systems, ETL engineering, and data-driven decision making.
I am a quantitative researcher and data scientist with strong experience building predictive trading models, ETL pipelines, and backtesting systems. I have delivered production-ready data engineering solutions, implemented data governance practices, and translated complex analyses into actionable insights across finance and health domains.
My background spans Python-driven quantitative research, SQL/NoSQL database design, microservices and trading infrastructure, and visualization tools that improve decision-making. I collaborate effectively across teams and have a proven track record of improving trading outcomes and product metrics through rigorous research and robust engineering.
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Work history, roles, and key accomplishments
Energo-Pro Trading
Aug 2021 - Present (4 years 3 months)
Developed Python ETL pipelines to collect time-series price data into SQL, built a Laravel app for visualization and reporting, and implemented tracking for deals, positions, and portfolio balances to inform pricing analysis.
LiteKey LLC
May 2017 - Present (8 years 6 months)
Performed health metrics research, engineered synthetic data generation systems, and produced visualizations and reports that translated user-data insights into product improvements.
PharVision Capital
Apr 2022 - May 2023 (1 year 1 month)
Researched long-short equity strategies and designed predictive trading models while engineering ETL pipelines and implementing data governance to improve trading outcomes and research efficiency.
Nexo.io
May 2021 - Oct 2021 (5 months)
Engineered automated and semi-automated trading strategies, integrated with exchange APIs, contributed to microservices development, and optimized database architecture for reliable trade execution.
Quanterall
Feb 2018 - Dec 2018 (10 months)
Contributed to Aeternity blockchain development and built a prototype blockchain demonstrating core functionality and use cases.
University of Strathclyde
Jan 2017 - Jun 2017 (5 months)
Supported course delivery and student learning activities within the department, assisting with tutorials and laboratory sessions.
SPACELAB Ltd
Jun 2016 - Sep 2016 (3 months)
Developed Android application features during an internship, contributing to UI and functionality improvements.
University of Strathclyde
Jun 2015 - Aug 2015 (2 months)
Conducted research projects and assisted faculty with experiments and data analysis during a summer internship.
Tetracom IS Ltd
Jun 2014 - Sep 2014 (3 months)
Worked on web development tasks, implementing front-end and back-end features during an internship.
Degrees, certifications, and relevant coursework
Master of Engineering, Computer & Electronic Systems
2013 - 2017
Completed an integrated MEng in Computer & Electronic Systems with international study, covering computer engineering, electronics, and systems design.
Software and tools used professionally
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