RESUME

Skills

Certificates

Articles/Blogs

Area of interests

Machine Learning
NLP
Time Series Analysis

Experience

Feb.2021 - Apr.2021

Data Science Trainee at EC-Council

My role involves research and development of an end-to-end projectfor the marketing department so that the marketing team can createthe strategy for their product. From gathering data (unstructureddata) from various sources to extracting meaningful insights usingMachine Learning(ML) algorithms

Lead a team of 2 data science trainees, provided guidance intechnical skills and development of prototypes.
Performed statistical analysis.
Developed functional prototypes of data products, incorporated analytical solutions, visualization, machine learning, natural language processing, and graph analytics.
Created various machine learning-based tools within the com-pany, such as recommendation engines.

Oct.2017 - Apr.2018

Intern in ATN Technologies Pvt. Ltd. at Jodhpur

Web developer in Codeignter and PHP

Personal project

Exploratory data analysis on Covid-19 India - Project Link

The aim of the project is to analyze the covid-19 dataset to find meaningful insights using Power BI.
In this, I have used the API to load data into Power BI which will help in analyzing the data in real time.
See my Linkedin post for more information. Click here to see

Credit Risk Modeling using Machine Learning - Project Link

The project goal is to predict expected loss (PD*LGD*EAD) and to generate score card using machine learning so that lenders can make a decision whether to grant a loan or not.
Evaluation metrics: Gini-Coefficient and Kolmogorov–Smirnov test.
I have also deployed the model on Heroku. Click here to see

Sentiment Analysis Using BERT Transformer - Project Link

The project goal is to predict the sentiment of text i.e the review is postive or negative.
The BERT Transformer is trained on IMBD dataset having 50K movie reviews.
It include Data Preprocessing, Fine Tuning Bert Transformer and deployment using Flaskapp.

Recommendation System - Project Link

The project goal is to build a Recommendation System, a system based on content filtering and collaborative filtering using KNN and cosine similarity.
It include Data Preprocessing, transforming text into some numerical form, etc.
End result will be a system that Recommend similar movies for the given movie.

Used Car Price Prediction using ML - Project Link

The project goal is predicting the price of the used cars using machine learning. It is an End-to-End project
It include Data Cleaning, Data Preprocessing, 8 Different ML Models then get some Insights from Data.
I have deployed a project using Django on Heroku.

Stock Price Prediction (Time Series Analysis) - Project Link

This project goal is to build an basic time series model for stock price prediction.
The AR, MA, ARMA, ARIMA models are implimented and ACF & PACF are used to determine the order of models and at the end automation library is also used to determine orders.

Sales Forecasting (Retail Sector) - Project Link

This project goal is to forecast the sales of individual store.
It include data cleaning, handling missing values, data Preprocessing, etc.
Models Implemented: Lasso Regression, Random forest regressor, Time series models(AR, MA, ARIMA) and DNN.

Webscraping using Python - Project Link

The project goal is to build an python program that will fetch the data i.e likes, dislikes comments, etc. from Youtube video
It include data extraction and data analysis

Education

2019 - 2021

Master's Degree Big Data Analytics at Central Uniersity of Rajasthan, Ajmer
Courses: Statistics, Machine Learning, Computing for Data Science, Probability Distribution, Linear Algebra etc.

2015 - 2018

Bachelor's Degree Computer Science at Lachoo Memorial College of Science and Technology , Jodhpur
Courses: Computer Science, Physics, Mathematics, English, Environmental Science, etc.