Debayan Bose Email and Phone Number
Debayan Bose work email
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Debayan Bose personal email
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Mathematician with an experience of 10+ years into solving various business problems in Retail, CPG, Manufacturing, Airlines, Hospitality, BFSI etc. Core speciality in designing algorithms using probability, statistics and machine learning and deep learning concepts to provide out-of-the-box solution to business. Also passionate about solving various mathematical problems using different form of simulations. In my current role, I am leading a team of Data Scientists, Data Engineers and Analysts to deliver analytics driven solutions using ML/ DL.Hands-on experience in developing and deploying ML / DL / Optimization models from scratch in AWS (also in serverless framework i.e. Lambda). Kaggle Profile: StatMach (https://www.kaggle.com/debayan)4 silver and 1 bronze medal (out of 10 competitions participated)Github: https://github.com/debayanbose
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Head Of Data Science And AnalyticsRedbus Jan 2022 - PresentBangalore, Karnataka, InSome of the key initiatives include - a. Dynamic Pricing Engine for Inter-city bus servicesb. Personalization through user behaviorc. Dynamic Pricing Engine for outstation cab servicesd. Demand Forecasting Enginee. Payment fraud detectionf. Bus listing fraud detectiong. Bus cancellation predictionh. ETA and delay predictioni. Customer Analytics - CLTV, Churn Propensity, Repeat Visit Propensity etc.We are leveraging the power of neural embedding and deep reinforcement learning to develop first-of-its-kind pricing engine for ground transportation services.
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Lead Machine Learning ScientistThoughtworks Jan 2021 - Jan 2022Chicago, Il, UsWorking on various NLP related problems (QuestionAnswering/ Summarization/ Sequence Labelling etc.) in Insurance Domain to digitise claims processing system using DL models like Bert, Distilbert, BART, T5, Longformer etc. Setting up a Data Annotation service using active learning setup through ML backend.Nurturing software development culture in ML projects through TDD, unit testing, code coverages etc. Deploying CD4ML to alleviate model management complexities in production pipeline.Developed a dynamic discounting engine of perishable products for Grocery Retail using Reinforcement Learning -
Associate Director - Data ScienceTiger Analytics Jun 2020 - Dec 2020Santa Clara, Ca, UsLeading a team of Data Scientists, Engineers and Analysts to design solutions using ML and DL algorithms. Some of the problems include Price Recommendation, Demand Forecasting, Conjoint Model development, Trade Promo Optimization, IoT projects etc. for Retail and CPG customers. Also responsible for deploying these models in production environment.Deploy machine learning models using AWS Batch and AWS Lambda. -
General Manager - Data ScienceSpicejet Limited Nov 2019 - Jun 2020Gurgaon, Haryana, InDeveloped algorithmic revenue management solution suite i.e. pricing engine, demand forecasting, revenue forecasting etc. Other solutions include lot of competitive intelligence and alerts using automation.Deploy Machine Learning models in production environment using Docker and Ngnix. -
Principal Data ScientistItc Infotech Mar 2015 - Nov 2019Bangalore, Karnataka, InLed a team of Data Scientists to design and develop solutions across different business domain. Problems in Retail and CPG - Customer Analytics which include segmentation, propensity models, CLTV, attrition, communication optimization etc. Store Segmentation, Demand Forecasting, Discounting Strategies, TPM, Cross sell/Up-sell etc.Problems in Travel and Hospitality - Personalization for Freighters, No Show Propensity, Demand Foreasting, Fuel Tankering, B2B customer segmentation, Customer Analytics, Personalized Marketing etc.Problems in Manufacturing - IoT projects, Optimal Parameter Control for different manufacturing equipment sensors. -
Retail Modeling AnalystAnz May 2014 - Mar 2015Melbourne, Victoria, AuI was responsible for building Rating models for different portfolios like Credit Card, Mortgage etc. This involves Data Processing, Developing and Validating PD, EAD, LGD models and tactical remediation, if required. -
Business ConsultantHewlett-Packard Oct 2013 - Mar 2014Houston, Texas, UsNatural Language Processing and Information Retrieval, Advanced Analytics and Optimization using Machine Learning, Evolutionary Algorithm -
Business AnalystHewlett-Packard Aug 2011 - Sep 2013Houston, Texas, Usworking in Strategic Projects Team driving high impact projects across global analytics using advanced analytical methods. Worked in the area of Market Mix Modeling, Sales Force Sizing and Allocation, Customer Segmentation, Simulation, Natural Language Processing..
Debayan Bose Skills
Debayan Bose Education Details
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Indian Statistical Institute, KolkataSatistics And Operations Research
Frequently Asked Questions about Debayan Bose
What company does Debayan Bose work for?
Debayan Bose works for Redbus
What is Debayan Bose's role at the current company?
Debayan Bose's current role is Data Science @ redBus (MakeMyTrip Group) | Kaggle competition expert | ISI ‘2011.
What is Debayan Bose's email address?
Debayan Bose's email address is de****@****ail.com
What schools did Debayan Bose attend?
Debayan Bose attended Indian Statistical Institute, Kolkata.
What skills is Debayan Bose known for?
Debayan Bose has skills like Mathematics, Sizing, Booking Systems, Europe, Git, Consulting, Market, Non Linear Editing, Diffusion, D3.js, Credit Cards, Web Scraping.
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