Salita Dmonte
Data Science Analyst at Accenture | Turning Data into Business Impact | Advanced Analytics | AI Solutions
- Role
- Data Science Analyst at Accenture
- Location
- Mumbai, MH, IN
- LinkedIn followers
- 500 followers
About Salita Dmonte
Data scientist with 2+ years of expertise in developing and deploying scalable ML/DL…
Experience
Data Science Analyst
Jul 2023 — Present · Navi Mumbai, IN
Revamped multivariate ML/DL forecasting models, yielding precise pre-season forecasts and optimized location strategies for LOS and LOFT brand, achieving over 75% forecast accuracy and approximately 80% index precision.• Designed novel machine learning model to determine optimal store pairings for new locations across all brands, leading to a 7% enhancement in forecasting accuracy.• Developed and implemented an ML model with optimization techniques, achieving an 8% boost in index accuracy while significantly enhancing predictive precision.• Automated workflow processes, reducing manual effort by 2+ days, and applied innovative modelling strategies to improve forecasts for low-volume classes, increasing overall brand-level accuracy by 3%.• Improved weekly data management processes for client-provided datasets, ensuring efficient handling and accuracy to support forecasting operations.
Education
Ramnarain Ruia College - Mumbai
BSC, Statistics
2018 — 2021
SVKM's Narsee Monjee Institute of Management Studies (NMIMS)
MSC Statistics and Data Science , Statistics and Data Science
2021 — 2023
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