EXPERIENCE

Got offer from Blackcoffer, New Delhi — ML Internship

AUGUST 2019

Got Machine Learning internship offer from a Delhi based startup in the first year itself.

EDUCATION

IIIT Kalyani, West Bengal — B.Tech

JULY 2018 - JUNE 2022 EXPECTED

Currently pursuing B.Tech in Computer Science and Engineering (CSE) from Indian Institute of Information Technology Kalyani.

St. Francis Xavier School, Kolkata — Higher Secondary

APRIL 2015 - MAY 2017

Completed my Higher Secondary education and appeared for the ISC exam conducted by the CISCE.

Ramakrishna Mission Vidyalaya, Narendrapur, WB — Secondary Education

APR 2009 - MAY 2015

Finished by secondary school education from here. Appeared in 10th board exam conducted by WBBSE and secured 90.05% marks.

PROJECTS

Attenuation Relations between Iran and Sharjah horizontal peak ground acceleration — Jul ‘19

Iran is one of the most seismic countries of the world. It is situated over the Himalayan-Alpide seismic belt and is one of those countries, which have lost many human lives and a lot of money due to the occurrence of earthquakes. Here a model is built using Machine Learning to predict PGA in this region.

NLP Project: Prediction of news article category — Aug ‘19

From the beginning, since the first printed newspaper, every news that makes into a page has had a specific section allotted to it.Newspaper articles are not limited to a few topics or subjects, it covers a wide range of interests from politics to sports to movies and so on.

Django-Webapp deployment — Dec’19

Full stack web application built using HTML5, CSS, Bootstrap4, JS in frontend with Django as backend is deployed in pythonanywhere.com.

House Price Prediction using advanced Regression Techniques — Dec’19

Several models were trained staring from Linear Regression to Deep Neural Network including various ensembling models to observe the best RMSE fitting.

Citizen Feedback System — Nov’19

An interactive citizen feedback system was developed for a Hackathon by Government of WB and our model was selected. We’ve developed the model using Firebase. Application of NLP and Data Visualisation was used thoroughly.

Prediction of Air Quality Index — ongoing

Prediction of AQI from a huge dataset containing various features

NLP Project for analysing synthetic Bengali news articles — Ongoing.

I’m doing this project under the supervision of a faculty and a Phd student of IIIT Kalyani

CERTIFICATIONS

C Programming, NPTEL — OCT-2018

Issued by IIT Kanpur.

Technical Engineering English, NPTEL — OCT-2018

Issued by IIT Madras.

Neural Networks and Deep Learning, deeplearning.ai — JUL-2019

Issued by deeplearning.ai from Coursera. This is a part of Deep Learning specialisation by Andrew Ng.

Programming, Data Structures & Algorithms in Python NPTEL — OCT-2019

Issued by Chennai Mathematical Institute (CMI).

Improving Deep Neural Networks: Hyperparameter tuning, Regularisation and Optimisation , deeplearning.ai— DEC-2019

Issued by deeplearning.ai from Coursera. This is a part of Deep Learning specialisation by Andrew Ng.

Structuring Machine Learning Projects, deeplearning.ai — JAN-2020

Issued by deeplearning.ai from Coursera. This is a part of Deep Learning specialisation by Andrew Ng.

Deep Learning using Tensorflow, Udemy — JAN-2020

Course instructed by Jose Portillia.

CO-CURRICULAR ACTIVITIES & RESPONSIBILITIES

Institute’s Innovation Council (IIC 1.0), IIIT Kalyani — Member

AUG 2018 - JULY 2019

Member of MHRD’s Innovation Cell at IIIT Kalyani.

Student’s Gymkhana (Student Government Body), IIIT Kalyani — Senate Member

AUG 2019 - PRESENT

Senate member of Gymkhana IIIT Kalyani.

Yoga Club, IIIT Kalyani — Founding Secretary

NOVEMBER 2019 - PRESENT

[ACHIEVEMENTS]

Visit my website

subhmm.github.io

SKILLS

Programming in Python, C/C++, JavaScript, HTML, CSS, Java.

Data Analysis with Numpy, Pandas, Scikitlearn.
Web Scraping using BeautifulSoup 4

Visualisation: Matplotlib, Seaborn, Plotly.

Machine Learning: Scikit Learn.
Deep Learning: Tensorflow
Front-End: HTML5, CSS, Bootstrap, JS, jQuery.
Backend: Django & Flask.
Model Deployment: AWS, PythonAnyWhere, Heroku.

COURSEWORK

Programming in C/C++

Linear Algebra

Basic Electrical Engineering

Solid State Physics

Data Structure & Algorithms

Probability & Statistics

Discrete Mathematics

Digital Electronics

Calculus

Algorithm Design & Analysis

Computer Organisation & Architecture

Formal Languages & Automata Theory

Data Science I

Object Oriented Programming in Java

Data Science II

Data Communication

Operating Systems

Signal and Systems

LANGUAGES

English, Bengali & Hindi