Currently working with Publicis Sapient, Bengaluru as a Data Scientist for clients of Fortune 500 companies.
A competent post graduate (Computer Science) from Indian Statistical Institute , Kolkata offering nearly 3 years of experience.
A subject matter expert for designing and recommending appropriate analytical approaches and methodologies in addressing key issues of business
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Experience
Feb’20 till present, Project 1: Product bundling for Food & Beverage
Highlights
• Presented an analysis on how sales of food item changes during daytime as well as different time of a week.
• Introduced a set of new food combos to increase combo revenue by 10% and revenue per admission by 5% using data mining techniques.
Oct’19 till present, Project 2: Predicting Customer Lifetime Value
Highlights
• This projects deals with predicting future spend of customers and segmenting customer based on their expenditure
• Creating different ML models (BTYD model , Regression model) to predict future spend of customers and segmenting customer based on their spend
• Tuning a LSTM model and deploying it on aws to forecast future spend of a customer and improve marketing strategy to deal with different type of customer (i.e high spend, low spend)
• Predicting future lifetime value of a customer contributing to significant improvement for targeted marketing
Apr to Sept’19, Project 3: Developing A Demand Forecasting Model
Highlight
• Worked on requirement gathering and data finalization for demand forecasting
• Developed a machine learning model that improved current forecasting accuracy by a significant portion
• Executed a research paper on LSTM to further improve the model’s forecasting by 20 %
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Projects
Worked on a domain adaptation problem in master degree.
Wrote a thesis on how topology can be added in auto encoder to improve domain adaptation power of auto encoder.