Introduction

Hello Everobody my name is Amit Kumar. I have Completed My MCA from Pondicherry University in 2020 and now aspiring to work as a data scientist. I have relevent knowledge in every aspect of data science whether it is Statistics, Data Analyisis and Model Creation. I can able to work in every lifecycle of data science project whether it is Data Collection, Data Cleaning, EDA, Model Training and Evalualtion, etc. I am a quick learner and can be able to learn new technologies quickly.

Education

MCA

From Pondicherry University

Year of Passing 2020

Grade: 8.5/10

Academic Project: Speech Emotion Detection

BCA

From Arcade Business College

Year of Passing 2016

Percentage: 78%

Academic Project: Restaurant Managemnt System

Courses

Projects

Car Price Prediction

In this End to End project I created a regression model to predict the price of Car. For this project I have used RandomForestRegressor Model. See my github repository here.

See GitHub

Speech Emotion Recognition

In this project I have created a classification model using speech dataset. The Model is trained using Conv1D and Conv2D CNN algorithms. See my github for more information.

See GitHub

Plant-Disease-Detection-Using-VGG16

In this project I have created a classification model for cotton leaves disease detection using CNN architecture techniques. See my github for more information.

See GitHub

Cotton Leaves Disease Detection using CNN

In this project I have created a classification model using transfer learning techniques. See my github for more information.

See GitHub

Technical Skills

Languages
Python SQL JavaScript HTML CSS
Technologies
Machine Learning Deep Learning Web Devlopment
Frameworks
Flask ReactJs Bootstrap
Libraries
Keras Tensorflow Scikit Learn NLTK Seaborn Matplotlib
Data Analytics:
Exploratory Data Analysis Natural Language Processing Image Processing Speech Data Processing Data Wrangling and Data Visualization
Model Building Techniques:
Classification and Regression Algorithms Ensemble Methods ANN CNN RNN LSTM Model Evalualtion Metrics
Other tools:
PowerBI Excels PowerPoint Presentation

Soft Skills

Communication Skills Presentation Skills Story-Telling Leadership Team Managemnt