A Bit About Me
Hi, I’m Sumit and I’m a data scientist who likes to crunch numbers and make sense of the world. When I’m not busy with data, I like to play drums, code some cool stuff and read books that make me smarter. I’m always eager to learn new things and have fun along the way. Johnny's Lab is a personal project to understand life better and it exists as a public journal to share my journey through data, music and life hacks. Don’t worry, I won’t bore you with statistics. Unless you ask me to.
Work Experience
Feb 2022 - Present
Dec 2018 - Jan 2022
Jul 2017 - Dec 2018
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American Express
Manager - Commercial Marketing Data Science
I am a Manager in Global Commercial and Merchant Data science team at AmEx leading a team of 4 analysts. My team builds future spend and lending need prediction models for Small and Medium Enterprises in US
American Express
Analyst, Senior Analyst - Commercial Marketing Decision Science
Prior to my promotion, I had contribued as an analyst in the same team by developing customer response models for online channel, identifying future potential models for small businesses in US and developing a pivotal model for Financial Relief Program aimed to help small businesses affected due to COVID-19 Pandemic
Indus Towers
Management Trainee, Assistant Manager
I was hired out of B-school as a management trainee at Indus Towers. After 3 months of on site training, I was inducted to Energy BU at the corporate office. I analysed energy billing operation data billed to telcom operators and identified revenue leakges and opportunities.
I also developed a POC for estimating energy consumption at 100K+ Indus owned tower sites and helped lauched a mobile module to deliver actionable insights on the ground.