Rehan Guha Author - ML Researcher To talk about myself is a bit of a challenge for me as I more comfortable while talking about my work and discussing about Philosophy & Science.

About

Let me start by giving a simple introduction about my work. I am a Senior Machine Learning Researcher presently employed by product based company. I have worked in several ML projects mainly dealing with Optimization Problems, Explainable AI, Deep Learning, Imbalance Classification, et cetera...
I am also the author of a book "Machine Learning Cookbook with Python" published by BPB publications. I have been part multiple publications through Journals and Open Publications, along with this I have few applied patents to my name.
Recently I was invited by Arizona State University to be a part of their team participating in CPS challenge 2020 funded by National Science Foundation(NSF), USA and sponsered by NASA. I have also conducted multiple workshops, seminars in this field of research for various universities and made contributions to Open Source Software as well.

Publication

Multilevel Database Model -A form of Secured stored password

This paper dealt with database architecture for storing password.

Link

GRID SEARCHING -Novel way of Searching 2D Array

Linear/Sequential searching is the basic search algorithm used in data structures.

Link

Dataset: Prime Numbers - First 1Lac

Contains 1000 files with 100 prime numbers in each file

Link

Projects

Research & Development (R&D) Lab

Pramati Technologies
Ongoing


RPX Corporation -Machine Learning Project (Client Project)

Pramati Technologies
7 months


Financial Service Development Project (Quartz Development)

Accenture
18 months


Self Learning Credit Approval System

Accenture
3 months


AI Model Based Risk Management

Accenture
4 months


Ship and Air Cargo Routing

Accenture
2 months


Digital Content and Transaction Management using an Artificial Intelligence (AI) based Communication System

Accenture
3 months


Routing System for Car Pool and Drop for the Employees

Accenture
3 months


Skills

Bio

Oct 2019 -

Senior Researcher (ML) @
Pramati Technologies


Oct 2018 - Sep 2019

Researcher (ML) @
Pramati Technologies


Jan 2017 - Sep 2018

Associate Software Engineer @
Accenture


Aug 2015 - Feb 2016

Web Developer & SEO Professional @
SLIEM