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hristosv1 User

@hristosv1user

Quantitative researcher and data scientist specializing in trading systems, ETL engineering, and data-driven decision making.

Bulgaria

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What I'm looking for

I seek roles where I can design data-driven trading or analytics systems, work cross-functionally, apply rigorous research, and grow in quantitative and engineering responsibilities.

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.

Experience

Work history, roles, and key accomplishments

Current

Head Market Analyst

Current

Energo-Pro Trading

Aug 2021 - Present (4 years 2 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.

Python ETL SQL Laravel Data Visualization Time Series Reporting

Current

Data Analyst/Researcher

Current

LiteKey LLC

May 2017 - Present (8 years 5 months)

Performed health metrics research, engineered synthetic data generation systems, and produced visualizations and reports that translated user-data insights into product improvements.

Python Data Visualization Synthetic Data SQL Statistical Analysis Reporting React Native Data Cleaning

Quantitative Researcher

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.

Python ETL SQL Data Governance Data Engineering Time Series Analysis

Quantitative Java Developer

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.

Java Trading APIs Microservices Database Optimization Algorithmic Trading Automation)Automation

Blockchain Developer

Quanterall

Feb 2018 - Dec 2018 (10 months)

Contributed to Aeternity blockchain development and built a prototype blockchain demonstrating core functionality and use cases.

Blockchain Aeternity Prototyping Smart Contracts Distributed Systems Rust

Teaching Assistant

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.

Tutoring Academic Support Communication

Android Developer Intern

SPACELAB Ltd

Jun 2016 - Sep 2016 (3 months)

Developed Android application features during an internship, contributing to UI and functionality improvements.

Android Java Mobile Development UI Debugging

Research Intern

University of Strathclyde

Jun 2015 - Aug 2015 (2 months)

Conducted research projects and assisted faculty with experiments and data analysis during a summer internship.

Research Data Analysis Experimentation Reporting

Web Developer Intern

Tetracom IS Ltd

Jun 2014 - Sep 2014 (3 months)

Worked on web development tasks, implementing front-end and back-end features during an internship.

Web Development HTML CSS JavaScript

Education

Degrees, certifications, and relevant coursework

University of Strathclyde

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.