Hey there 👋🏻,

I'm
DISHA SINHA

ABOUT ME

I am an enthusiastic, inquisitive and an ambitious person with a lot to achieve in life 😊. I love to learn new things every day and keep up with the new technologies. I developed a knack for coding in Standard XI and since then there's no looking back.
Currently, I'm pursuing B.TECH (2017 - Expected 2021) from NETAJI SUBHASH ENGINEERING COLLEGE, KOLKATA in COMPUTER SCIENCE AND ENGINEERING Department.

MY OBJECTIVE : Ambitious to kick start my career under a well-renowned organization which will give me an opportunity to utilize as well as enhance my skills and knowledge for mutual benefits of the organization..
I like to participate in coding contests, develop new stuffs, write technical articles and contribute to open source projects.
I BELIEVE IN : Ambition beats genius 99 percent of the time.
~ Jay Leno

EXPERIENCE :

GSSoC'20 Conrtibutor, GSSoC
Machine Learning, Python Developer

Front End Web Developer
Competitive Programmer

Open Source Contributor

RESEARCH : Research paper titled A NEW HYBRID FEATURE SELECTION–CLASSIFICATION MODEL TO PREDICT CUSTOMER CHURN got accepted for oral presentation and publication in 5th International MCCS conference (2020)

MY SKILLS

PROGRAMMING LANGUAGES

Python, C, Java, C++, Javascript, Dart

FRONTEND

HTML, CSS, Bootstrap, JQuery

CORE TECHNICAL SKILLS

Data Structures and Algorithms (DSA), Object Oriented Programming (OOP), Database Management Systems (DBMS)

OTHER SKILLS

Git/GitHub, Competitive Programming, Data Science, Machine Learning and Data Analytics

FAMILIAR WITH

Numpy, Pandas, Matplotlib, Seaborn, Scikit-learn, SciPy

DATABASES

SQL

MY SKILLS

Python

Java

C++

JavaScript

Dart

HTML5

CSS3

Bootstrap4

jQuery

SQL

DSA

OOP

Git/Github

EDUCATION

Bidya Bharati Girls' High School

~ Till 2014

Marks Obtained in Class X

85.86 %

Click to download my Madhyamik (Class X) Marksheet

Marksheet

Ashok Hall Girls' Higher Secondary School

2014 ~ 2016

Marks Obtained in Class XII

82.4 %

Click to download my AISSCE (Class XII) Marksheet

Marksheet

Netaji Subhash Engineering College

2017 ~ 2021

Aggregate CGPA

8.288

Click to see my Semester Marksheets

Marksheets

MY PROJECTS

CUSTOMER CHURN ANALYSIS

Python Numpy Pandas Matplotlib Seaborn Scikit-Learn mlxtend kmodes

CUSTOMER CHURN ANALYSIS

A hybrid model consisting of ensemble classifier, k-prototype clustering and association rule mining models for customer churn analysis using majority voting techniquefor both feature selection and churn prediction.

SENTIMENTAL ANALYSIS ~ MOVIES REVIEWS

Python Numpy Pandas Matplotlib textblob wordcloud nltk Scikit-Learn

SENTIMENTAL ANALYSIS ~ MOVIES REVIEWS

This model performs feature-extraction on the given dataset on the basis of polarity, wordclouds and by removing non-essential words, next it builds a vectorizer which turns the list of words into an array of numbers and then it classifies the reviews into negative or positive based on the keywords of the review.

MUSICAL KEYBOARD

HTML CSS Javascript

MUSICAL KEYBOARD

A web application to play music using letters from the keyboard of your PC. Enter letters of your choice and ENJOY ;)

EMPLOYEE SALARY PREDICTION

Python Numpy Pandas Matplotlib pandastable Scikit-Learn tkinter tkintertable seaborn

EMPLOYEE SALARY PREDICTION

A project to predict salary of employees using Linear Regression & display the results in GUI using Tkinter Module of Python

JAVASCRIPT CALCULATOR

HTML CSS Javascript Bootstrap

JAVASCRIPT CALCULATOR

My first Javascript project...A responsive website with facilities of both scientific and standard calculators.

CROP YIELD PREDICTION

Python Numpy Pandas Matplotlib Scikit-Learn seaborn

CROP YIELD PREDICTION

A model that visualizes the dataset using Matplotlib module of Python and predicts the crop production of several districts of Karnataka using Linear Regression.