Deepanshu Bagotia

I study brain with maths and love!

Blogs

  • All
  • ML
  • Brain
  • Startups
Understanding NN intutively with AutoEncoders

Understanding NN intutively with AutoEncoders

ML
From Basic ML to Graph ML

From Basic ML to Graph ML

ML
How to generate node-embeddings using encoder-decoder in Graphs

How to generate node-embeddings using encoder-decoder in Graphs

ML
Designing Features for Graph ML

Designing Features for Graph ML

ML
Introducing Graphs to ML

Introducing Graphs to ML

ML
Is your business idea really good?

Is your business idea really good?

Startups
What is Rich Dad Poor Dad by Robert T.Kiyosaki all about

What is Rich Dad Poor Dad by Robert T.Kiyosaki all about

Startups

My Profile

Education & Experience

2025 - Present

Research Assistance @ Vision Lab

Still trying to understand brain...

Indian Institute of Science, Banglore
2023 - 2025

Data Science

I worked on the product to detect fraudulent merchants, successfully deployed the product with improved accuracy. I also worked on 2 papers with the team and they got published in KDD'25 and CIKM'25. I also was part of 2 patents published by our team.

Mastercard AI Garage
2019 - 2023

Bachlors in Computer Science and Technology

I did my bachlors from IITB. I studied topics like Data Analysis, OS, Networks, Computer Architecture, Compilers, Machine Learning, etc. I did my 1 year long B.Tech Project under Prof Ganesh Ramakrishnan on improving models on OOD using very less data.

Indian Institute of Technology Bombay

Research Work

Papers

Nov'25 @ ACM CIKM

EvenOddML: Even and Odd Aggregation with Multi-Level Contrastive Learning for Bipartite Graph

Aug'25 @ ACM KDD

Tag2M- A Task-Agnostic Knowledge Distillation Framework for Distilling Gnn to MLP

Oct'25 @ ECAI PAIS

BiGReachFRauD: Bipartite Graph Representation Learning Using Breached Sources for Financial Fraud Detection

Patents

Filed Jun'23

METHODS AND SYSTEMS FOR IDENTIFYING NON-COMPLIANT MERCHANTS

Filed May'25

METHOD AND SYSTEMS FOR TRAINING A GRAPH MACHINE LEARNING MODEL FOR FRAUD PREVENTION

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About Me

I am just a water drop in a vast universe, sometimes I flow like river, sometimes I am silent like a lake, sometimes I feel vast like an ocean.

Hi, my name is Deepanshu Bagotia! I have done B.Tech from Computer Science and Engineering. I have 2+ years of experience as a Data Scientist.
I am currently working as Research Assistant at Vision Lab, IISc Bangalore.
I am a curious guy, curious about human brain and its working, curious about new technology and maths (I try to enjoy as much as I understand).
I love to read/listen books, write blogs and explore new places.

Get In Touch

Email: [lastname][firstname]@[gmail.com]