Arpendu Ganguly

Data Scientist

Gurgaon, Haryana, India12 yrs 5 mos experience
AI ML PractitionerAI Enabled

Key Highlights

  • Over 9 years of experience in data science.
  • Expert in econometrics and machine learning algorithms.
  • Proven track record in delivering data-driven insights.
Stackforce AI infers this person is a Data Scientist with expertise in Econometrics and Analytics across various industries.

Contact

Skills

Core Skills

EconometricsAnalytics

Other Skills

Bayesian statisticsCommunicationCustomer InsightEviewsExploratory Data AnalysisGenerative AILarge Language Model Operations (LLMOps)Large Language Models (LLM)Lean ToolsLogistic RegressionMachine LearningMicrosoft ExcelPhilosophyPrimary ResearchPython (Programming Language)

About

Arpendu is a Data Scientist and has 9.5 + years of experience in applying ML/DL algorithms and advanced econometric modelling techniques across diverse industrial sectors and multiple geographies to deliver data driven insights and incremental business value. ---------------------------------------------------------------------------------------------------------------------- Predictive Algorithms -- • Machine Learning Algorithms: Gradient Boosting (& family), Bayesian Belief Networks, Unobserved Component Modelling, Decision Trees, Gradient Descent, Random Forest, Boosting and Bagging, Support Vector Machines, Clustering, ARIMA Forecasting, Logistic Regression, Multivariate OLS . • Deep Learning Algorithms: Generative Adversial Neural Networks, Convolutional Neural Networks, Recurrent Neural Networks, Artificial Neural Networks • Tools: Python, R, PySpark, SAS, SQL, Tableau, Power BI, R Shiny • Cloud Frameworks: Microsoft Azure, Google Cloud Platform, Amazon Web Services ------------------------------------------------ Functional -- • Next Best Action Recommendations, Marketing Mix Modeling, Media Budget Optimization, Multi-Channel Attribution, Decomp Analytics, Customer Analytics, Topic Modeling, Sentiment Analytics, Pricing & Promotional Analytics ------------------------------------------------ Consulting -- • Problem Solving, Divergent-Convergent and Lateral thinking, Information to Insights Generation, Strategy formulation ------------------------------------------------- Economics -- • Policy Analysis, Environmental Economics, Behavioural Economics, Macro Economics, Monetary and International Economics

Experience

12 yrs 5 mos
Total Experience
2 yrs 2 mos
Average Tenure
2 yrs 5 mos
Current Experience

Pernod ricard

Senior Data Scientist

Nov 2023Present · 2 yrs 5 mos · Gurugram, Haryana, India · On-site

EconometricsAnalyticsCommunicationStatistical Data AnalysisPython (Programming Language)

Accenture ai

3 roles

Data Science Manager | Global Strategy & Consulting

Promoted

Nov 2021Nov 2023 · 2 yrs · On-site

EconometricsAnalyticsCommunicationGenerative AIStatistical Data AnalysisPython (Programming Language)

Data Science Consultant

Promoted

May 2019Nov 2021 · 2 yrs 6 mos · On-site

EconometricsAnalyticsCommunicationGenerative AIStatistical Data AnalysisPython (Programming Language)

Analytics Analyst

Jan 2017May 2019 · 2 yrs 4 mos · On-site

  • Responsible for building & applying machine learning algorithms & advanced econometric techniques to business scenarios / opportunities to deliver data driven insights and recommendations in Marketing Analytics / Digital platform. Selected Relevant Experience / Projects --
  • Leading Automobile Manufacturer (India) – Market Mix Modelling:
  • Was involved in building advanced & robust econometric models in R to deliver market mix optimization insights and recommendations for different marketing channels for distinct automobile
  • brands for the client
  • Extensively owned the Analytical Data Sets preparation & management process of the project
  • Leading Lottery and Gaming Corporation (Canada) – Market Mix Modelling & Optimization :
  • Was a key part of Project Delivery team to finalize econometric models and produce final ROMIs metrics.
  • Developed dashboards to present data quality checks to the client
  • Was involved in building Econometric Models based on SEM technique to quantify and generate insights on the marketing efforts and investments
  • Leading Retail Chain (United States) – Machine Learning
  • Key part of the Project Delivery Team to render ML based econometric models to optimize spend on campaigns at a near real time basis
  • The project also entails using Bayesian Belief Network model to determine indirect interactions among media channels
  • Sentiment Analytics
  • Key part of team involved in Text Mining, ML Modeling, Sentiment | Ratings prediction and Insights Visualization
EconometricsAnalyticsCommunicationStatistical Data AnalysisPython (Programming Language)

Re-emerging world

2 roles

Associate

Promoted

Apr 2016Dec 2016 · 8 mos

  • As an Associate, I was involved in the conceptualization, design & execution of the analytical framework for market research studies focusing on the emerging markets and low-income population.
  • Role focus
  • Research Design: forming the problem statement, defining the research objectives and scope, building of hypotheses and analytical models, defining the data requirements of the study
  • Desk-Based Research: Synthesis of Public reports analysis of public data using statistical/econometric tools and software
  • Primary research: designing of in-depth questionnaire guides, research tools,
  • field research,
  • Data Analytics and Analysis using Statistical and Econometric tools and software
  • Insights generation and Strategy recommendation
  • Story-boarding, designing presentations, writing research reports and blogs
EconometricsAnalyticsCommunication

Analyst

Jun 2014Mar 2016 · 1 yr 9 mos

EconometricsAnalyticsCommunicationStatistical Data Analysis

Marketexpress- india's first global insights & analysis sharing platform

Contributing Writer

Nov 2015Nov 2016 · 1 yr

  • Authoring articles presenting emerging insights on Global and India’s macroeconomic developments, analytics practice and policy research.

Sigmaway llc

Analytics Intern

Jul 2013Sep 2013 · 2 mos · Kolkata Area, India

  • Worked on a project that involved the use of business data and application of analytical skills to run advanced statistical tests using software; interpretation of the business implication of the results, to help create case studies for Six Sigma training products.

State bank of india

Economic Research Intern

Jun 2013Aug 2013 · 2 mos · RBO, Kolkata

  • I worked on a project titled " How to improve CGTMSE coverage in the SME loan segment market in and around Kolkata". The project required me to conduct primary research, generate insights and recommend strategies to augment scope and peformance of the CGTMSE scheme.
EconometricsAnalyticsStatistical Data Analysis

Steria india ltd

Process Associate

Jul 2011Feb 2012 · 7 mos · Noida,New Delhi

EconometricsAnalyticsStatistical Data Analysis

Education

Northwestern University - Kellogg School of Management

Leading with Analytics and Artificial Intelligence Virtual Program

Jan 2021Jan 2021

Massachusetts Institute of Technology

Data Science and Big Data Analytics: Making Data Driven Decisions — Data Science

Jan 2019Jan 2019

University of Calcutta

Master's Degree — Economics

Jan 2012Jan 2014

Delhi University

B.A (H) — Economics

Jan 2008Jan 2011

The Pentecostal Assembly School

Secondary

Jan 1992Jan 2008

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