Über Sushant
Data Scientist with 6+ years of experience in machine learning, data engineering, data analytics and data visualisation. Hands-on experience building production-ready data pipelines, predictive models, and statistical analyses using Python and SQL. Strong record of leading projects, developing advanced metrics, and delivering actionable insights to stakeholders.
Englisch
Muttersprachlich oder zweisprachig
Nur remote
Führt Projekte hauptsächlich remote aus
Projekt- und Berufserfahrung
- INES Analytics GmbHSenior Data ScientistSeptember 2023 - Heute (2 Jahre und 9 Monate)Berlin, Germany● Led the implementation of ETL pipelines across multiple products with diverse data and reporting requirements, incorporating data cleaning, validation, and preparation layers.● Managed a rotating team of 2–3 data scientists (total 6) to develop and deploy multiple data science projects across company products, managing project timelines and deliverables.● Collaborated with Backend, DevOps and Frontend teams to integrate data science pipelines into production, ensuring seamless delivery on schedule.● Developed a probabilistic synthetic data generation system to produce statistically faithful data twins, containerized using Docker for reproducible deployment; validated through alpha testing with 5 development partners for privacy-preserving analytics and reporting.● Designed and built a prescriptive analytics module with scenario simulation to support data-driven decision-making.
- Mad About SportsData Scientist & Analyst (Freelance)Mai 2021 - Oktober 2022 (1 Jahr und 5 Monate)India● Developed and conducted 15+ football analytics workshops and advanced courses, training 300+ participants across India in applied data science and python.● Established and grew a 300+ member analytics community, supporting collaboration and continued learning in sports analytics.
- SportsKPIData ScientistApril 2018 - März 2021 (2 Jahre und 11 Monate)Bengaluru, Karnataka, India• ● Built and operationalized an Expected Goals (xG) model using XGBoost, translating complex statistical outputs into decision-ready tactical insights for professional football clubs.• ● Led the development of custom performance metrics (TRI, TDI), directly supporting auction strategies and competitive analysis for Pro Kabaddi League teams.• ● Enabled faster insights by migrating large-scale operational datasets (8+ tables & > 1 million records) from MySQL to AWS RDS.
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Ausbildung und Abschlüsse
- M.TechDA-IICT2016M.Tech
- B.E.MGMCET (University of Mumbai)2011B.E.