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Sandeep Singh is a Data Science Leader @TikTok | ex BCG at TikTok.
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Head Of Product Data Science, Trust And SafetyTiktok Apr 2022 - PresentLos Angeles, California, Us Established a new data science team structure, clarified roles & responsibilities, and composed team mission, vision, and strategy. Created essential team documentation such as data science team introduction, project alignment & scope, roadmaps, bimonthly OKRs, biweekly KPI metrics review, onboarding guides, hiring SOPs, and updated job family leveling and core competencies to accurately reflect the roles and responsibilities of a TikTok Trust and Safety Data Scientist. Pioneered Project Texas as Lead Data Program Manager at TikTok, overseeing the strategic migration of dashboard/data assets and tool functionalities to enhance business interoperability, ensure data quality, and support decision-making processes, significantly reducing timelines and facilitating the launch of 13 key features. Established and directed a red team dedicated to ethical hacking and vulnerability assessments of AI and ML systems, particularly large language models (LLM’s), to preemptively identify and ensuring all data science projects adhered to principles of fairness, accountability, and transparency. Collaborated with ML engineers to enhance and develop content moderation models, achieving a 35% improvement in detection accuracy and reducing false positives by 25% Conceptualized and implemented a comprehensive metric framework, aligning KPIs across executive, departmental, and team levels to streamline data-driven decision-making; significantly enhanced organizational alignment and performance monitoring Collaborated with the Product team to establish biweekly KPI metrics, enhancing account segmentation and visibility into key issues such as overkill and appeals by categorizing accounts based on follower count. Established a robust experimentation framework for advanced ML models and Trust and Safety feature, enhancing product safety and user experience -
Analytics Manager | Project LeadBoston Consulting Group (Bcg) Jul 2021 - Apr 2022Boston, Massachusetts, Us -
Senior Data ScientistBoston Consulting Group (Bcg) Jan 2019 - Jul 2021Boston, Massachusetts, Us
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Marketing Analytics - Data ScientistForesight Roi, Inc Dec 2016 - Jan 2019Chicago, Illinois, UsAs a member of cross-functional project team(s), advise and consults on definition of reporting solution requirements and applicable technologies to ensure overall successful project execution; Fully understand client business issues to deliver effective client solutions. Manages and disseminates information for decision support. Overall ETL and SQL and OLAP Developer with MSAS skill set. The reporting system utilizes Tableau, Power BI analytics tools and ETL includes SSIS) -
Marketing Analytics - Data Scientist InternForesight Roi, Inc Jun 2016 - Dec 2016Chicago, Illinois, Us
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Data Architect Lead InternBamm Mar 2016 - Apr 2016• Building database architect for migration of existing application into SaaS model.• Leading a group of 3 members for integration of application with vendors.• Involved in requirement gathering of use cases and data to be collected by interacting with clients.• Involved in building product feature set.
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Business Intelligence AnalystInfosys Feb 2013 - Jun 2015Bangalore, Karnataka, In
Sandeep Singh Education Details
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University Of Illinois Chicago-College Of Business AdministrationGeneral -
Dr. A.P.J. Abdul Kalam Technical UniversityElectrical Engineering Technologies/Technicians
Frequently Asked Questions about Sandeep Singh
What company does Sandeep Singh work for?
Sandeep Singh works for Tiktok
What is Sandeep Singh's role at the current company?
Sandeep Singh's current role is Data Science Leader @TikTok | ex BCG.
What is Sandeep Singh's email address?
Sandeep Singh's email address is sa****@****bcg.com
What is Sandeep Singh's direct phone number?
Sandeep Singh's direct phone number is +131257*****
What schools did Sandeep Singh attend?
Sandeep Singh attended University Of Illinois Chicago-College Of Business Administration, Dr. A.p.j. Abdul Kalam Technical University.
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