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Veniamin Sychev

@veniaminsychev

Lead Machine Learning Engineer at Greenscreens.ai, where I owned freight spot-rate prediction systems and built production ML observability.

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At Greenscreens.ai, I owned and evolved freight spot-rate prediction systems, building their path from analytical data and feature pipelines through validation, deployment, and monitoring. I also established a company-wide experimentation protocol and architected an observability framework that helped detect model degradation and target drift sooner.

Previously at Teleperformance, I built forecasting and other predictive models, established experimentation practices, and led a team delivering ML projects from scoping to production. As a Senior Data Analyst / Analytics Engineer, I built Python ETL pipelines, an MS SQL Server data warehouse, and a Power BI dashboard environment that reduced reporting turnaround from hours to minutes.

Experience

Work history, roles, and key accomplishments

GR

Senior Machine Learning Engineer

Greenscreens.ai

Jun 2024 - Sep 2026 (2 years 3 months)

Owned and evolved freight spot-rate prediction systems across modeling and production infrastructure, managing scheduled training, model registry, feature-store pipelines, deployment, validation gates, and automated release blocking. Built and maintained data pipelines from analytical warehouse to model-ready training datasets, and designed a company-wide ML experimentation protocol.

TF

Lead Machine Learning Engineer

Triumph Financial

Jun 2024 - Sep 2026 (2 years 3 months)

Led the ML team's technical roadmap, balancing feature delivery with infrastructure investment, and served as the primary technical voice to senior leadership. Led task breakdown, sprint planning, and prioritization, and contributed to company growth to 200+ B2B customers managing $20B in annual freight spend, culminating in a $160M acquisition.

TE

Senior Data Scientist

Teleperformance

Jan 2021 - May 2024 (3 years 4 months)

Built and iteratively improved predictive models to forecast inbound traffic volumes across multiple channels, enabling accurate human capacity planning. Built and refined models for customer churn, segmentation, and anomaly detection, and established rigorous experimentation practices including A/B testing.

TE

Senior Data Analyst / Analytics Engineer

Teleperformance

Nov 2018 - Dec 2020 (2 years 1 month)

Designed and implemented the company's end-to-end data infrastructure from raw extraction to reporting, including Python-based ETL pipelines, MS SQL Server data warehouse, and automated data quality checks. Built a Power BI dashboard environment serving multiple internal departments and external outsourcing clients, reducing reporting turnaround from hours to minutes.

Education

Degrees, certifications, and relevant coursework

Don State Technical University logoDU

Don State Technical University

Master's degree, Economy

Master's degree in Economy from Don State Technical University.

Don State Technical University logoDU

Don State Technical University

College, Applied Math

College degree in Applied Math from Don State Technical University.

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