I am

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Education

Georgia Institute of Technology

MS in Computational Science & Engineering

CGPA 3.9 / 4

Indian Institute of Technology Kharagpur

B.Tech in Industrial Engineering

CGPA 8.17 / 10

Skills

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Python
Python
Flask
FLask
R
R
R Shiny
Shiny App Development
SQL
SQL
MATLAB
MATLAB
D3
D3.js
C++
C++
MS Excel
MS Excel
Hadoop MapReduce
MapReduce

My Experience

Summer Intern

Western Digital

I am currently working on three projects:

  1. Deep Learning application in Supply Chain & Logistics
  2. App development for warehouse employees to digitize their process
  3. Personal innovation using Computer Vision for Western Digital

Graduate Teaching Assistant

Georgia Institute of Technology

Occasionally, I gave lectures on Machine Learning. I also supervised students on the course material, assignments, and projects. I also created and graded assignments.

Data Scientist

ZS Associates

As a data science associate consultant, I mainly researched, designed and developed advanced algorithms to solve problems in a computationally efficient and statistically effective manner to give actionable insights to the client. During my three year tenure at ZS, I worked on various projects which involved using programming languages like Python, R and SQL and algorithms ranging from different types of GLMs to advanced algorithms including neural network, CNN, RNN, and gradient boosting among many others. At ZS, I also created R packages and web applications which helped in bringing new clients and reduced the time required for existing projects.

R Programming Instructor

Wiley

I created video tutorials for Data Analytics using R covering topics primarily on data loading and processing.

Research Intern

Tata Research Development and Design Centre

I worked as a summer research intern at TRDDC to build a metrics analytics platform for IT Service Management. I developed a data simulator in MATLAB to generate 72 metrics of 5 processes under IT Service Management. Integrating system dynamics with factor analysis and the sensitivity of system variables, I built a decision support system for IT Service Management which helped to improve operational utilization of resources.


Areas of interest

Some of the things I love working on.

Machine Learning & Deep Learning

To me, Machine Learning is more than a function call to scikit-learn. I am equally fascinated with both the theory and its implementation.

Data Science

I love converting knowledge and insights from structured and unstructured data into a story.

Data Visualization

Making a beautiful and compelling visualization, presentation and dashboard are some of my favorite skills.

Programming

I love to code in Python, R, MATLAB, SQL, C++ and learning new things and languages daily.


Awards/ Milestones

  • Innovator of the Month, ZS Associates, 2018
  • Presented on Practical Applications of Deep Learning at AIMinds, 2018
  • AIMinds is a data science meetup organized by Analytics Indian Magazine. Find more information here

  • Quest Hackathon, ZS Associates, 2017
  • Awarded in two categories - Best in ROI and Technical Feasibility. Created an that which sends email & SMS alerts on anomaly detection in the heartbeats in real-time. Used live Fitbit data.

  • ZS Project Champions Award (the best project of the year), ZS Associates, 2017
  • Ranked 1st in ZS Yound Data Scienc Challenge - a National Level Data Science Challenge, 2015
  • Build a stacked ensemlbe model using 5 different models. Predicted propensity of a customer to buy a product.

  • Best Fresher, IIT Kharagpur, 2013