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Oleksandr DovhuliaOD
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Oleksandr Dovhulia

@oleksandrdovhulia

AI trainer and quantitative analyst specializing in model evaluation, statistical modeling, and risk mitigation.

Ukraine
Message

What I'm looking for

I seek roles where I can improve AI model safety and performance through hands-on evaluation, Red Teaming, and quantitative modeling within collaborative, research-driven teams.

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

IR
Current

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.

SA

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.

Education

Degrees, certifications, and relevant coursework

Oleksandr hasn't added their education

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Tech stack

Software and tools used professionally

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Oleksandr Dovhulia - AI Trainer & Quantitative Analyst - Independent Research | Himalayas