Analytics professional with 9+ years of experience working in developing, deploying and managing optimized solutions using machine learning algorithms across multiple domains. Accrued excellent expertise and knowledge in managing customer engagement and insights for Retail & CPG domain. Experienced in solving complex business problems by leveraging data analytics and consulting experience. Self-driven to propel forward in analytics field by continuous learning and extensive work in a challenging role.
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Associate DirectorCars24Gurugram, Hr, In -
Senior General Manager - AnalyticsCars24 Apr 2023 - PresentGurugram, Haryana, India -
General Manager - AnalyticsCars24 Jan 2022 - Mar 2023Gurugram, Haryana, India -
Analysis ManagerDunnhumby Jul 2020 - Jan 2022Gurugram, Haryana, India• Currently leading a 5-member team to provide complete end-to-end campaign management for a UK based retail client• Experienced in handling retailer and supplier campaign engagements from stages of customer identification by leveraging various ML algorithms to measurement• Spearheaded launch of new multi-media proposition by using ML techniques to effectively launch 100+ new campaigns• Developed markov chain attribution model for generating channel contribution in multi-media campaigns • Generating quarterly benchmarking reports to discuss campaign performance and scope in additional requirements with stakeholders• Engaged in conceptualizing and building a ML based solution to identify declining customers and subsequently promote customer retention and engagement• Effectively trained and mentored multiple team members by proactively organizing knowledge sharing sessions -
Senior AnalystDunnhumby Jun 2019 - Jun 2020Gurgaon, India• Leveraged data science, sampling & ML techniques for creating new promotional campaigns & evaluation of existing promotional campaigns for effectiveness & sales uplift measures.• Worked on targeting process through different media channel for enhancing brand loyalty , customer engagement & increase in customer retention.• Delivered multiple instore campaign evaluation reports with key KPIs to gauge campaign performance• Delivered shopper profiles that assist campaign planning team to assess the customer behavior during COVID pandemic leading to over • Built customer loyalty segmentation using RFM methodology to segment customers based on buying pattern/traits• Engaged in selecting right set of audience base for targeting through web-based platform for retailer using Google Ad Manager and Facebook and subsequently track and generate campaign performance reports -
Senior Associate ConsultantInfosys Aug 2017 - Jun 2019Bangalore Churn Analysis | Banking• Currently working on a proof-of-concept for addressing customer retention for a financial services client• Building statistical model using logistics regression & decision trees to predict the customer churn rate Sales Forecasting | Retail• Developed a sales forecasting model using statistical forecasting techniques for a retail client• Engaged in analysing the time series data provided for the retail segment • Created a test harness for validating the developed model Data Quality Analysis| Telecom• Provided a view of the current data quality landscape• Analysed data quality incident reports of the incident management systems to segment data quality issues• Conceptualized and implemented visualization dashboards highlighting the major issues to be prioritized for resolving data quality issues Analytics Consulting| Trade Finance• Engaged in creation of data models needed to setup database systems for global trade finance• Provided business inputs and trade finance business perspective to the data modellers Data Governance & Quality Mgmt. |Telecom• Determined the maturity levels of data governance and quality within the organisation• Conceptualized data governance organisation along with the key roles and responsibilities• Designed a data quality framework to kick-start a robust data quality management
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Sales And Marketing InternWanna’Smartapps Apr 2016 - Jun 2016Gurgaon, India• Initiated vendor acquisition process for launching an E-Commerce business• Conceptualized key performance indicators
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Software Engineer AnalystAccenture May 2013 - May 2015Mumbai• Performed a market basket analysis for a retail client• Developed a new quote-to-order cycle for a Hi-Tech client in SAP Solution Sales Configuration• Resolved issues related to mismatch of invoice and revenue in Oracle 11i as part of a project accounting system for a Hi-Tech client.
Subhadeep Dey Education Details
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Mechanical Engineering
Frequently Asked Questions about Subhadeep Dey
What company does Subhadeep Dey work for?
Subhadeep Dey works for Cars24
What is Subhadeep Dey's role at the current company?
Subhadeep Dey's current role is Associate Director.
What schools did Subhadeep Dey attend?
Subhadeep Dey attended International Management Institute - Imi, Vellore Institute Of Technology.
Who are Subhadeep Dey's colleagues?
Subhadeep Dey's colleagues are Vikram Singh, Aman Singh, Adil Mustaq, Darshan Shinde, Nikhil Malik, Rakesh Kumar, Govind Kumar.
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1gmail.com
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Subhadeep Dey
Bengaluru -
1gmail.com
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Subhadeep Dey
Data Science, Deep Learning, Machine Learning, Genai || Theoretical Physics, Applied Mathematics And Statistics || Python, Sql, Azure, Streamlit || Upsc Cse Interview 2022 || Passionate Musician || Visva BharatiDurgapur
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