Ashutosh Suman Mondal

Overview

Based in Bhubaneswar. I lead ML infrastructure at Karma Finance. Wrote the Python service that now handles 68 million requests a day. Most at home with model serving and PyTorch. I write a small newsletter about ML infrastructure.

Slower in the last week of each quarter

Experience

1. Senior Engineering Manager

   Dec 2022 - Present
   Karma Finance · 3 yr 10 mo · Full-time · Bhubaneswar, India
   • Moved 75% of ML platform traffic off a legacy monolith without a customer-facing incident.
   • Wrote the model serving service that now handles 46 million requests a day.
2. ML Engineer

   Apr 2021 - Dec 2022
   Groww · 1 yr 8 mo · Full-time · Bhubaneswar, India
   • Moved the homepage from rules to a learned ranker.
   • Wrote the metric definitions the leadership team reviews every week.
3. Engineering Manager

   Apr 2018 - Apr 2021
   Capgemini · 3 yr · Full-time · Bhubaneswar, India
   • Led the migration of 17 services to PyTorch.
   • Shipped a rewrite that took build times from 19 minutes to under 5.
4. Staff ML Engineer

   Sep 2015 - Apr 2018
   McKinsey & Company · 2 yr 7 mo · Full-time · Bhubaneswar, India
   • Built the recommendations models now used in 4 product decisions a quarter.
5. Senior ML Engineer

   May 2013 - Sep 2015
   Flipkart · 2 yr 4 mo · Full-time · Bhubaneswar, India
   • Shipped a ranking change that increased conversion 3.4%.
   • Taught SQL to 137 non-analysts.

No references yet.

Education

1. Narsee Monjee Institute of Management Studies

   MBA, Business Administration
   2009 - 2011
2. Jadavpur University

   B.E., Computer Engineering
   2003 - 2007