Summary
Overview
Work History
Education
Skills
Hobbies and Interests
Awards
Disclaimer
Timeline
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ARGHYADIP GANGULY

Kolkata

Summary

As a dedicated Data Scientist with over 4 years of hands-on experience, I specialize in building and deploying predictive models across diverse sectors, particularly within the Banking and Financial Services Industry (BFSI). My core expertise lies in leveraging advanced analytics and machine learning to enhance customer relationship management, drive cross-sell and up-sell strategies, and optimize wealth and asset product recommendations. Beyond BFSI, I bring proven capabilities in delivering AI/ML-driven solutions across verticals such as: Supply Chain and Forecasting (SnF), Stock and Portfolio Analysis (SnP), Human Resource Optimization (HRO), Corporate Finance and Risk Analytics. With a strong foundation in statistical modeling, data analysis, and machine learning, I’ve consistently translated complex data into actionable business strategies. My work has enabled organizations to make data-driven decisions with confidence and precision. Passionate about continuous learning, I actively pursue opportunities to upskill and stay current with emerging trends in AI, data science, and digital transformation—ensuring I remain at the forefront of innovation in this ever evolving field.

Overview

4
4
years of professional experience

Work History

AVP, Decision Sciences

HSBC
04.2024 - Current
  • Spearheaded the development of AI-driven wealth personas and customer triggers to boost cross-sell and up-sell strategies, increasing wealth product penetration in India from 2.3% to 5.6%, surpassing the SLA target.
  • Built customer relationship frameworks powered by AI propensity models, reducing communication costs by 25% and improving investment penetration from 8% to 12.5%.
  • Automated model monitoring frameworks via MLOps and Looker dashboards, optimizing operational efficiency and saving 2.5 FTEs quarterly.
  • Contributed to the creation of an in-house GPT-based AI suite to convert SAS/BigQuery code to Python, enhancing team productivity.

Associate Consultant – Data Science

Infosys BPM (PEnT&COE)
Bangalore
07.2021 - 04.2024
  • Developed a payment miss prediction model using sentiment analysis and topic modeling, reducing payment issues and enabling scalable deployment across accounts.
  • Partnered with HR to build offer-to-join predictive models, cutting vacancy TAT from 90 to
  • Created a churn prediction model, increasing subscription renewals from 80–85% to >95%, saving 24.5 Mn ZAR annually.
  • Built a model to predict order holds, reducing average delays from 104 to
  • Calibrated volume forecasting models using time series techniques to improve staffing and scheduling efficiency.
  • Designed and deployed a Python-based statistical analysis tool, eliminating reliance on Minitab and reducing licensing costs.

Intern – Statistical Analyst

Gamapp Sportswizz Pvt. Ltd.
02.2021 - 07.2021
  • Developed win prediction models and smart player statistics, with a focus on IPL performance metrics and sports analytics.

Education

M.S. - Quality Management Science, Applied Statistics & Data Science

Indian Statistical Institute (ISI)
Bangalore
01.2021

B.E. - Computer Science Engineering

Jadavpur University
Kolkata
01.2018

AISSCE - Higher Secondary

CBSE
Asansol

AISSE - Secondary

CBSE
Asansol

Skills

  • Machine Learning & AI
  • Supervised Learning: Advanced
  • Unsupervised Learning: Advanced
  • Deep Learning: Intermediate
  • Topic Modeling: Advanced
  • Sentiment Analysis (NLP): Advanced
  • Statistical Analysis
  • Prescriptive & Descriptive Statistics: Advanced

Tools & Programming

  • Python: Advanced
  • R: Intermediate
  • Excel: Advanced
  • SAS: Advanced
  • BigQuery: Intermediate
  • Tableau: Intermediate

Hobbies and Interests

Chess, Football, Creative Writing, Table Tennis, Cricket

Awards

  • Best Performer Award for creating a Python-based statistical tool that replaced Minitab at the organizational level. \
  • AI/ML-based Customer Churn Prediction Model nominated at the SSON Global Business Forum for innovation and impact.

Disclaimer

I hereby declare that all the above information is true and valid in the best of my knowledge

Timeline

AVP, Decision Sciences

HSBC
04.2024 - Current

Associate Consultant – Data Science

Infosys BPM (PEnT&COE)
07.2021 - 04.2024

Intern – Statistical Analyst

Gamapp Sportswizz Pvt. Ltd.
02.2021 - 07.2021

M.S. - Quality Management Science, Applied Statistics & Data Science

Indian Statistical Institute (ISI)

B.E. - Computer Science Engineering

Jadavpur University

AISSCE - Higher Secondary

CBSE

AISSE - Secondary

CBSE
ARGHYADIP GANGULY