Arpendu Ganguly — Data Scientist
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
Stackforce AI infers this person is a Data Scientist with expertise in Econometrics and Analytics across various industries.
Location: Gurgaon, Haryana, India
Experience: 12 yrs 5 mos
Skills
- Econometrics
- Analytics
Career Highlights
- Over 9 years of experience in data science.
- Expert in econometrics and machine learning algorithms.
- Proven track record in delivering data-driven insights.
Work Experience
Pernod Ricard
Senior Data Scientist (2 yrs 5 mos)
Accenture AI
Data Science Manager | Global Strategy & Consulting (2 yrs)
Data Science Consultant (2 yrs 6 mos)
Analytics Analyst (2 yrs 4 mos)
Re-emerging World
Associate (8 mos)
Analyst (1 yr 9 mos)
MarketExpress- India's First Global Insights & Analysis Sharing Platform
Contributing Writer (1 yr)
SigmaWay LLC
Analytics Intern (2 mos)
State Bank of India
Economic Research Intern (2 mos)
Steria India Ltd
Process Associate (7 mos)
Education
Leading with Analytics and Artificial Intelligence Virtual Program at Northwestern University - Kellogg School of Management
Data Science and Big Data Analytics: Making Data Driven Decisions at Massachusetts Institute of Technology
Master's Degree at University of Calcutta
B.A (H) at Delhi University
Secondary at The Pentecostal Assembly School