Shubham Gupta

Data Scientist

Bengaluru, Karnataka, India10 yrs 10 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

9 years of experience in data science solutions.
Mentor for aspiring data scientists at upGrad.
Top 40 Data Scientists on Analytics Vidhya.

Stackforce AI infers this person is a Data Scientist with expertise in Fintech and Retail analytics.

Contact

Skills

Core Skills

Data ScienceStatisticsMentoringMachine LearningProduct DevelopmentFinancial ForecastingStatistical Modeling

Other Skills

Applied Behavior AnalysisUser Experience (UX)StrategyProblem SolvingResearchData AnalysisTeachingPricing OptimizationProgrammingPythonRegression AnalysisDeep LearningBig DataImage ProcessingC++

About

9 years of experience building data science solutions in industries like retail, finance, and online food ordering. Currently, working as a Data Scientist at Careem, primarily focused on building reusable machine learning solutions end to end that can be used across various business domains of Careem. Mentor aspiring young data scientists as mentor/ thesis supervisor at upGrad for their PG Diploma and Master’s courses in Data Science Career Track. Strong engineering professional with a Dual Degree (M.Tech/B.Tech) focused in Electrical Engineering from the Indian Institute of Technology, Bombay (IIT Bombay). 5 publications in IEEE conferences https://scholar.google.com/citations?hl=en&user=ymwj1jsAAAAJ&view_op=list_works&authuser=2&sortby=pubdate Among Top 40 Data Scientists on Analytics Vidhya. (https://datahack.analyticsvidhya.com/user/profile/shubham01)

Experience

10 yrs 10 mos

Total Experience

1 yr 9 mos

Average Tenure

3 yrs 9 mos

Current Experience

Google

Senior Data Scientist | Quantitative Researcher

Aug 2022 – Present · 3 yrs 9 mos · Bengaluru, Karnataka, India

Applied Behavior AnalysisUser Experience (UX)StatisticsStrategyProblem SolvingData Science+2

Careem

Data Scientist (Uber)

Sep 2021 – Aug 2022 · 11 mos · Dubai, United Arab Emirates

Developed scalable & reliable ML systems to power ETAs for the Food business
Enhanced schedule pricing engine serving the core Ride-hailing business
Designed and implemented analytics framework to improve user experience towards
Multi-Stakeholder Marketplace platform
Conducted end-to-end data science processes; statistical analysis, model
development, productization, inference on customer centric metrics/financial impact

Product DevelopmentMachine LearningData AnalysisProblem SolvingPricing Optimization

Upgrad

Data Science Mentor | Thesis Supervisor

Mar 2020 – Present · 6 yrs 2 mos

Working as Thesis Supervisor for researchers pursuing Master’s in Data Science & Machine Learning
Supports researchers on thesis topic selection, thesis proposal, and how to conduct research
Working as Data Science Mentor for students pursuing Post Graduate Diploma in Data Science program
Supports and guides students/Professional to transition into a career in Data Science

MentoringTeachingData ScienceResearch

Gojek tech

Data Scientist

Nov 2019 – Sep 2021 · 1 yr 10 mos · Gurugram, Haryana, India

Developed ML based solution to Strengthen GoJek Service Reliability
Worked closely with product owners to identify requirements to support through analytics, quarterly roadmap design
Developed predictive models to check serviceability of food orders before accepting
the request; helped to enhance customer experience and merchant engagement
Designed A/B testing framework to evaluate model impact

Product DevelopmentProgrammingMachine LearningProblem SolvingData Science

Fractal analytics

Data Scientist

Aug 2018 – Nov 2019 · 1 yr 3 mos · Gurugram, Haryana, India

Awarded with Fractal SMART’19 Awards for exceptional performance
Project: Applied Data Science in Financial Planning & Analysis (FP&A) CoE for one of the largest electronics companies in the world, Fortune 500
>> Developed an analytics framework that helps in identifying potential bad debt & drivers influencing overdue behavior
>> Worked to Model a typical business P&L as a network of related nodes (OIT, Sales, R&D) that are interrelated with certain coefficients and lag
Project: Call Centre Comments Analysis for a CPG Client
>> Analyzed call centre text data to identify major pain points faced by customers
>> Developed solution helped the client to identify top issues at reporting time which improved the customer satisfaction score
Project: Predicting Total Bill Size for Financial Counselling, Hospitals
>> Developed tree based boosting algorithm model to predict total bill before patient admission
>> Used doctor skills, patients past textual information

PythonMachine LearningProblem SolvingFinancial ForecastingData Science

Opera solutions

Senior Data Scientist (Analytics Specialist)

Jun 2016 – Jul 2018 · 2 yrs 1 mo · Noida Area, India

Awarded with Opera COOL’18–Award for exceptional all-rounder performance
Project: Customer-Driven Loyalty and Personalization Program for a World Fortune 10 US retailer
>> Built measurement models, primarily based on regression modeling, time series forecasting, factor analysis, and statistical significance.
>> Proposed potential savings opportunities, increase efficiency by re-designing of data process, scalable to all business cases.
Project: Merchant Matching (MM) engine for a Big Four professional service company and leading credit card company
>> An algorithm designed to identify and match a queried set of merchants against a database of 66MM merchants.
>> Improved the precision of the MM algorithm through data augmentation and process changes.

Statistical ModelingPythonData ScienceRegression Analysis

Indian institute of technology, bombay

Research Assistant

Jun 2015 – Jun 2016 · 1 yr · Mumbai Metropolitan Region

Master's Thesis work published in International Conference on Signal and Information Processing (IConSIP) 2016
https://link.springer.com/article/10.1007/s12046-019-1138-5
https://ieeexplore.ieee.org/document/7857436/