SRStanislav Runyshkin
@stanislavrunyshkin
Data engineer who builds scalable data platforms, speeds pipelines, and reduces costs.
ArmeniaWhat I'm looking for
I am a data engineer with over six years of experience building scalable data infrastructures across fintech, medtech, and autonomous systems. I specialize in designing data lakes, engineering high-throughput pipelines, and optimizing database performance to support analytics and ML workflows.
I've led projects that boosted database performance up to 10x, migrated multi-petabyte lakes to Parquet to cut footprints and speed queries, and decommissioned legacy pipelines to improve stability and processing time. I co-founded a startup delivering medical data platforms deployed in major hospitals and architected systems used by 35+ institutions.
As a team lead, I managed a three-person team to deliver an APS scheduling system, automating manual processes and processing 10,000+ tasks in under 10 minutes. I drive adoption of modern orchestration tools like Dagster and streamlining operations to reduce maintenance and support workloads.
I bring a hands-on technical stack including Python, Spark, PostgreSQL, AWS, Docker, Kafka, and orchestration tools, combined with a practical focus on cost reduction, R&D acceleration, and reliable production deployments. I collaborate effectively across research, engineering, and operations to deliver measurable outcomes.
Experience
Work history, roles, and key accomplishments
Data Engineer
Teza LLC
Sep 2024 - Present (1 year 2 months)
Collaborated with researchers to build batch and real-time pipelines, reducing data delivery time by 30% and decommissioning 100+ legacy pipelines to increase system stability by 40% and speed up processing up to 3x.
ACLed a 3-person team to design and deploy an APS system that processed 10,000+ scheduling tasks under 10 minutes and was rolled out across three AB InBev facilities, automating production planning.
Co-Founder & Data Engineer
Hertzio
Oct 2020 - Oct 2023 (3 years)
Co-founded and built a medical data platform deployed in two major Moscow hospitals, architected a data lake and real-time integration for 35+ institutions and processed genomic datasets up to 0.5 TB per patient.
Data Engineer
NAVIO
May 2022 - Jul 2023 (1 year 2 months)
Architected a unified data platform for autonomous vehicle sensors, migrated large-scale data to Parquet reducing footprint >20% and accelerated query performance by 50%, speeding R&D cycles 3x.
Software Developer
Sibintek-Soft
Jul 2019 - Oct 2020 (1 year 3 months)
Worked as a software developer contributing to internal projects and product development efforts (specific outcomes not provided).
Education
Degrees, certifications, and relevant coursework
LULomonosov Moscow State University
Master of Science, Computational Mathematics and Cybernetics
2020 - 2022
Completed a Master of Science in Computational Mathematics and Cybernetics with advanced coursework in computational methods and mathematical modeling.
LULomonosov Moscow State University
Bachelor of Science, Entrepreneurship and Business Development
2020 - 2021
Completed a Bachelor of Science in Entrepreneurship and Business Development covering business strategy, entrepreneurship, and product development.
Lomonosov Moscow State University
Bachelor of Science, Computational Mathematics and Cybernetics
2016 - 2020
Completed a Bachelor of Science in Computational Mathematics and Cybernetics focusing on algorithms, numerical methods, and computer science foundations.
Tech stack
Software and tools used professionally
Availability
Location
ArmeniaAuthorized to work in
Job categories
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