Oleksandr Dovhulia
@oleksandrdovhulia
AI trainer and quantitative analyst specializing in model evaluation, statistical modeling, and risk mitigation.
What I'm looking for
I am an analytical lead and Master of Engineering with 5+ years in quantitative analysis and statistical modeling, focused on financial and sports markets. I develop algorithmic models in Python/Colab and build automated visualization tools to ensure model transparency.
My work centers on evaluating complex AI logic, Red Teaming for technical safety, and hardening model reasoning through meticulous data annotation and edge-case detection. I apply time series forecasting, predictive modeling, and anomaly detection to identify inefficiencies and inform decision-making under uncertainty.
With a background in food safety engineering and QA, I bring rigorous risk assessment and documentation practices to AI safety and model evaluation, combining engineering discipline with advanced data science techniques.
Experience
Work history, roles, and key accomplishments
AI Trainer & Quantitative Analyst
Independent Research
Sep 2025 - Present (4 months)
Developed hybrid algorithmic forecasting frameworks and conducted extensive statistical analysis to forecast asset price movements and uncover market inefficiencies; implemented automated visualization tools to improve model transparency.
Quantitative Markets Specialist
Sports Trading Analyst
Jan 2019 - Dec 2024 (5 years 11 months)
Executed high-frequency data analysis over 5+ years to identify sports-market inefficiencies, manage risk and capital allocation, and build disciplined frameworks for multi-variable scenario evaluation.
Food Safety Engineer
Engineering Specialist
Applied M.Eng. expertise in food safety systems and QA to identify critical failure modes and implement rigorous safety protocols; translated engineering risk assessment skills to AI safety and red teaming contexts.
Education
Degrees, certifications, and relevant coursework
Oleksandr hasn't added their education
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