Summary
Overview
Work History
Education
Skills
Accomplishments
Timeline
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Rohit Singh

Rohit Singh

Apprentice Leader
Bengaluru

Summary

Decision Scientist with three years of experience in Big-Data analytics, solving complex real-world problems, and decision making in the Retail industry.

Overview

3
3
years of professional experience
4
4
years of post-secondary education

Work History

Decision Scientist

Mu Sigma
Bengaluru
07.2019 - Current

WALMART CONNECT & MARKET PLACE ANALYSIS

Data Analyst Lead

  • Through exploratory data analysis, analyzed the historical data to get the top-performing advertisers. Found the KPIs important for launching advertiser specific campaigns. Created the backend tables and built a dashboard to visualize the performance of each advertiser with their brand-cut
  • Impact - This helped the category managers to launch advertiser specific campaigns, that eventually helped in advertiser acquisition


Ad-Spend Optimization Tool

Data Analyst

  • Built a predictive analytics dashboard on R shiny using a linear model with a log transform to give insights on optimized spending to generate the maximum revenue using historical marketing performance
  • Administered a new methodology to improve the accuracy of the Ad-spend optimization tool to cope with the highly inflated return on ad-spend values due to the COVID – 19 pandemic impact on the market, using Propensity Matching and Distance Matching techniques and identified the data showing similar trends using historical data
  • Impact - The accuracy of tool was improved by 20%, and it was consumed by Category and Channel Managers for Daily Ad-Spend planning for the SEM bidding process


Campaign Performance Dashboard

Data Analyst

  • Built and maintained a Tableau dashboard to measure the performance of digital marketing campaigns across different KPIs. Analyzed a lot of Ad-hoc requests by the stakeholders, and worked on the modifications in the dashboard
  • Impact - Allowed the channel managers to gauge the performance of campaigns and further plan the annual investment based on the historical performance of each campaign


IN-COMPANY WEB APPLICATIONS

Backend Developer

  • Expense Management Application: Migrating the tech stack from Java groovy grails to Node JS. Created API layer with the backend tables on PostgreSQL and delivered the application with improved performance and a good user experience feedback
  • Cab for employees application: Created the backend database schema, and the APIs. Worked on Ad-hoc requests and addition of new features on the application

Education

Bachelor of Engineering - Computer Engineering

Savitribai Phule Pune University
Pune
04.2015 - 05.2019

Skills

    SQL

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Accomplishments

  • For achieving 20%, higher accuracy in predictive analytics ROAS tool received a SPOT Award in 2020
  • Received a SPOT Award for consistent performance in my work and being the POC for Walmart for the Marketing Analytics thread in 2021
  • Received a SPOT Award for creating the most user friendly web application in 2020
  • Earned a meritorious student certificate from the Chief Minister of Madhya Pradesh, and a scholarship of Rs.25,000 in 2015
  • Bagged the 3rd prize in National Entrepreneurship Competition held at IIT Bombay in 2017

Timeline

Decision Scientist

Mu Sigma
07.2019 - Current

Bachelor of Engineering - Computer Engineering

Savitribai Phule Pune University
04.2015 - 05.2019
Rohit SinghApprentice Leader