Manohar Anantha
Data Scientist II @ Amazon | Columbia University | IIT Madras
- Role
- Data Scientist Ii at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Manohar Anantha
My passion lies in leveraging the advancements in Data Science and AI to solve real-world…
Experience
Data Scientist Ii
Jun 2022 — Present · Seattle, WA, US
Formulated and deployed a Linear Programming model to optimize inbound network backlog imbalance; reduced the Amazon inbound lead time by 15%; financial entitlements of $20 MM savings per year achieved• Prototyped and productionized a CatBoost model to predict the dwell time of trailers in Amazon warehouses which directly feeds into the delivery promises shown to customers on the product page; obtained a 30% lower p90 quantile loss; achieved a ~24 hours reduction in prediction error from the previous model; resulted in $70 MM higher profits due to better conversion rates• Conducted research to measure the financial impact of warehouse backlog; recommended process improvements savings of $90 MM
Skills
- C
- Statistical Data Analysis
- Pl/Sql
- R
- Statistical Modeling
- Business Insights
- Microsoft Excel
- Python
- Sas Programming
- C/C++
- C++
- Matlab
- Machine Learning
- Analytics
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