
SUMANA DAS
Business Analyst

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About me
Business Manager - IBM | Data Scientist | AI & Analytics | Ex- McAfee | Ex-Dell | Statistics | ISI
Education

Indian Statistical Institute, Kolkata
2006 - 2008M.tech Quality, Reliability and Operations Research
University of Calcutta
2004 - 2006Master's degree Statistics
Experience

Wipro Technologies
Aug 2008 - Sept 2009Business AnalystWorked on various interesting projects like:1. Study on Incident Prediction Model• Prioritization of different applications causing incident and identification of the most significant few • Time series modeling and forecasting of incident related to different applications • Prediction of the optimal workforce required2. Lean Intervention Analysis• Differentiation between Lean and Non Lean projects • Identification , how the lean projects are better compared to Non lean project works in terms of OP, SD ,ED and many other metrics 3.Computation of Team Familiarity Metrics• Worked in collaboration with Harvard Business school• Team Familiarity— Computation of team familiarity index for each present project and check its impact on productivity• Based on the past project and period of interaction , familiarity index has been computed • Excel Macro is used to automate the whole procedure• Association with productivity has been confirmed • Concept has been used internally in resource module for team selection Show less

IMS Health
Jul 2011 - Apr 2014Associate Consultant• To deliver a strong Analysis & Insight support service• Interacting with all levels of the organization across multiple time zones to meet customer requirements in a timely and accurate fashion• Perform end to end performance analysis, share insights and recommend next level of analysis

Dell International Services
May 2014 - May 2015AdvisorBusiness facing role accountable for all aspects involving data modeling techniques to find insights relevant to the business Turn business problems into analytical projects with well-defined deliverables

IBM India Private Limited
Mar 2016 - Nov 2017Data Scientist, Cognitive Analyticso Provide customized analytical support to different client from different domaino Worked as an individual contributor

McAfee
Dec 2017 - Jun 2021Pricing Specialisto Develop, evaluate, and implement pricing models & strategies based on current business scenario and competitive marketplaceo Building product discounting strategies o Developing product cross-sell recommendationso Develop and maintain live dashboards to track quoting process

IBM
Jun 2021 - nowSenior Data Scientist , Business Manager
Licenses & Certifications
- View certificate
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AWS Partner: Generative AI Sales 2024 - Specialized
Amazon Web Services (AWS)Dec 2024 - View certificate

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization
CourseraMay 2021 - View certificate

Retail Insights and Solutions (Silver)
IBMFeb 2025 
SAS
SAS- View certificate

Power BI Essential Training
LinkedInMay 2019 - View certificate

Structuring Machine Learning Projects
CourseraMay 2021 - View certificate

Neural Networks and Deep Learning
CourseraMay 2021
Honors & Awards
- Awarded to SUMANA DASIBM Manager's Choice Award Sandip Pal Jun 2017
- Awarded to SUMANA DASIBM Manager's Choice Award Surabhi Srivastava Oct 2016
Languages
- hiHindi
- enEnglish
- beBengali
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