Aritra Biswas

Aritra Biswas

Senior ML Engineer

AB InBev

About me

Hello there! I’m Aritra Biswas, an ML Engineer at AB InBev and an independent ML researcher. I have a passion for developing products that make analytics more accessible and user-friendly. Originally from Calcutta, I currently reside in Bangalore. When I’m not immersed in my work, you can find me indulging in my hobbies of reading, traveling, and blogging. Join me on this exciting journey of exploring the world of technology and data through my blog!

Download my resumé.

Interests
  • ML Engineering
  • ML Architecture
  • MLOps & DevOps
  • Product Development
Education

  • M.Sc. in Statistics, 2017

    University of Delhi

  • B.Sc. in Statistics, 2015

    Presidency College

Experience

 
 
 
 
 
AB InBev
Senior ML Engineer
AB InBev
Apr 2020 – Present Bangalore, India
  • Generative AI products
  • RecSys ML Library
  • ML platform
  • MROI products
 
 
 
 
 
The Nielsen Company
Data Scientist
The Nielsen Company
May 2017 – Apr 2020 Bangalore, India
  • Marketing Mix Model
  • Marketing Optimizer
  • Lift solution

Skills

docker
Docker
ado
Azure DevOps
azure
Azure
aml
AML
tf
Tensorflow
db
Data Bricks
numba
Numba
python
Python
r
R
tidyverse
Tidyverse
pandas
Pandas
numpy
Numpy

Recent Posts

MMM College project
Here are some sample data set with respect to media investment, sales and trade. Build a marketing mix model using the relevant features. Also, evaluate model performance based on MAPE.
Last updated on Aug 26, 2023 1 min read programming
Exponential Smoothing using Scikit-Learn wrapper & statsmodels
As we discussed in previous post, in this series we will be working on different type of regression problem and will try to parse them as sklearn model objects. Here are we will be working with ExponentialSmoothing from statsmodels library.
Last updated on Dec 20, 2022 3 min read programming
Exponential Smoothing using Scikit-Learn wrapper & statsmodels
LASSO using Scikit-Learn wrapper & CVXPY
Those who are working in ML space of sometime must be aware that there are multiple python libraries out there which support different algorithms/models. When you are trying to implement best model it is not possible to use just a single library or even a single language and compute infra.
Last updated on Dec 19, 2022 7 min read programming
LASSO using Scikit-Learn wrapper & CVXPY
Avoid relative path import hell in python
Exploring poetry for dependency management in python In general pip & venv is a good combination of tool when you don’t have to manage multiple dependencies for your project. But imaging that in a project you need to management multiple dependency files to deploy code into multiple envs.
Last updated on Dec 18, 2021 2 min read programming
Avoid relative path import hell in python
SCM conventions & ways of working
When we are working in an collaborative work environment, this is important to share a common set of convention which makes collaboration easier. Here are some of the common gitops best practice which has helped to collaborate better,
Last updated on Oct 31, 2021 4 min read
SCM conventions & ways of working
See all posts

Projects

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All Current project Pet projects
RecSys for B2B platform

RecSys for B2B platform

RecSys with AutoML.

Slides Follow
External Project

External Project

An example of linking directly to an external project website using external_link.

Popular Topics

AutoML Demo ML python RecSys Source Themes

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