Vikas Garg
- Role
- Manager Data Science & Analytics at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Vikas Garg
Data Products & Analytics leader, with ~19 yrs. of experience in influencing Product & …
Experience
Manager Data Science & Analytics
Aug 2019 — Present
Lead a team of Data Scientists, BIEs and ML/Research Scientists that conducts product and solutions analytics, builds Statistical/ML models, big-data based KPI metrics and data visualization products to drive business strategy. • Develop the data-products roadmap; formulate goals; drive development & deployment of Data Science & ML products. • Facilitate cross-functional partnerships with Amazon wide Science & Analytics teams to drive efficiency & cost optimization projects. • Participate in recruitment of Analysts, Data Scientist and ML Scientists; function as Tech Assessor for Data Scientists’ promotions at Amazon. • **Key projects**:*Modeling*: ML model to drive operational cost savings; ML based scoring models to inform brand specific policies; Survey design and analysis (NLP based models) etc.*Experimentation*: A-B experiments to measure the impact of changing business policies on Amazon’s advertising revenue & overall business profitability;*Analytics & BI*: Product analytics support, development of KPIs, data visualization and analytical products in Tableau, AWS Quicksight etc. for business decision making; Productivity and automation initiatives spanning data pipelines, model workflows, tooling etc.
Education
Indian Institute of Technology, Madras
Master of Technology & Bachelor of Technology, Civil Engineering - (Infrastructure)
2000 — 2005
Cornell University
Master of Engineering, Operations Research & Finance
2008 — 2009
Skills
- Sas
- R
- Business Analysis
- Cross-Functional Team Leadership
- Data Mining
- Ms Excel Pivot Tables
- Strategy
- Project Management
- Predictive Analytics
- Management Consulting
- Analysis
- Sql
- Unix
- Data Analysis
- Statistical Modeling
- Forecasting
- Analytics
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