Passionate Data Scientist with an eye on delivering value and insights through data analysis, visualisation and ML. Worked with clients ranging from F... Read More
Skills
ARIMA
SQL
MySQL
Tableau
Experiences
3 years 2 months
Acies
Apr 2023 - Apr 2024
L2 - Data Scientist
● Created a propensity model to determine the likelihood of customers migrating to a competitor's cloud service.
○ Achieved a of Precision : 71% , Recall : 85 % , F1-Score : 78%
○ Reduced the customer reach out effort by 90% which allowed direct targeting of the migrating
customers.
● Developed "tCore", a fully modularized plug-and-play Time Series forecasting framework with multiple
algorithms, empowering users to initiate Time Series forecasting within minutes.
Acies
Feb 2021 - Mar 2023
L1 - Data Scientist
● Implemented a Driver based Demand Forecasting solution for a F&B company with a goal of
improving the forecasts for every SKU. These forecasts are used to plan monthly shipping quantities at an
item-retailer-warehouse-location level using algorithms like XGBoost, CatBoost & LightGBM.
○ Forecasted for 1000+ SKUs and optimized the runtime to forecast by 2 hours.
● Spearheaded the development of a cutting-edge Demand Forecasting model for a B2C Beauty and Fashion brand, incorporating advanced features such as Elasticity , Cannibalisation and Popularity Index. The new solution led to a 20% enhancement in forecasting accuracy, empowering demand planners to make informed strategic decisions.
○ Forecasted for 500+ SKUs using CatBoost and optimized the model for least error.
○ Optimized inventory management resulting in significant cost reduction of Raw Materials by 30%.
● Generated Statistical Forecasts for an Apparel and Footwear company by applying segmentation techniques to Time Series data. This approach enabled the tailoring of forecasts using appropriate algorithms for each segment, guiding demand planners in strategic supply planning.
○ Forecasted for 1000+ styles across product categories using ARIMA, SARIMA and Exponential
Smoothing and enhanced the demand planning by optimizing for raw material requirements.
○ Provided an in depth analysis report on the whole catalog of products and profiled the products
based on their volume of sales.
Education
Valliammai Engineering College
Jan 2014 - Jan 2018
Bachelor of Engineering - BE
Electrical and Electronics Engineering
Social Links
LinkedIn
@shiv07prasad
Portfolio
No Portfolio added yet
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