Janvi Gupta

About

Hi! My name is Janvi Gupta. Currently, I am pursuing my BTech in Information Technology from Vishwakarma government engineering college.
I am a very enthusiastic girl, who loves to solve real life problem with the help of coding in this letest era. I have worked on web development projects, IOT Project, and I want to grow my career in AI/ML.

Data Scientist & Web Developer.

Innovative and deadline-driven Data Scientist with good experience in Data cleaning and Model Building. Worked with different Data Sets from Kaggle and build models with good accuracy.

Email Id: janvigupta1507@gmail.com
Degree: Information Technology, B.Tech
City: Gujarat, India

Soft Skills: Leadership, Presentation, Public Speaking, Communication, Critical Thinking

Languages: English, Hindi, Gujarati

Technical Skills

Python

SQL

DBMS

Machine Learning

Deep Learning

Data Analysis

Power BI

Data Cleaning

Model Building

Web Scraping

HTML

CSS

JavaScript

Bootstrap

PHP

Java

C/C++

Tools

VS Code

Visual Studio

Google Colab

Github

Sublime Text

Andriod Studio

SSMS

Power BI

Resume

Recently, I completed an internship at DevTown in the Data Science Field, where i learn Python and its library, SQL, Machine learning, Deep learning, and Web scraping. Also, I have worked with Different Web Development languages Such as HTML, CSS, JavaScript,Bootstrap, PHP, and .Net. As well as I lead many web development projects.

Education

Bachelor of Engineering

2021 - 2024

Vishwakarma Government Engineering College, Ahmedabad, Gujarat

I am a pre-final year student in the Information Technology field at Vishwakarma Government Engineering College. In my most recent semester, I achieved a 9.65 SPI. I am confident in my abilities and I am excited to continue my education and pursue a career in Information Technology.

Diploma

2018 - 2021

Government Polytechnic For Girls, Ahmedabad, Gujarat

I completed my diploma in IT field. I learned many skills and programing languages. I got 10/10 CGPA in my diploma.

Professional Experience

Data Scientist Intern

Feb 2023 - May 2023

@ Devtown

Learned Different Kinds of Machine Learning Algorithms, Data Cleaning, Data PreProcessing, Model Building.
Understand how to do Web Scraping.
Use Kaggle for various dataset and build 2 various projects from that.
Learned NLP(Natural Language Processing) and Deep Learning concepts like RNN, CNN with TensorFlow and Keras Framework.

Data Scientist Intern

Sep 2023 - Oct 2023

@ Oasis Infobyte

Data Science & Business Analytics

Sep 2023 - Oct 2023

@ The Sparks Foundation

Projects

I have worked with different projects and I am displaying some of them here.

Email Spam Detection

I developed a machine learning model to identify and classify emails as spam or non-spam with good accuracy. I used a TFIDF Vectorizer to extract the most important features from the emails, then I used a Random Forest algorithm to train the model.

Car Price Prediction

In this Project, I created a variety of charts and graphs to understand the data and relationships between different factors. This will be used in Automobile sector.

Internship Opportunity

This project provides students with a personalized and efficient approach to internship search. It empowers students to make informed decisions about their internship and gained practical knowledge.

Diabetes Prediction

I created a Diabetes Prediction model in Machine Learning where I used different algorithms like Decision tree, Random Forest, Logistic Regression, and Support vector machine for better accuracy. This can be useful for healthcare professionals to identifying patients who are suffering from diabetes and they can get treatment earlier.

House Price Prediction

The House Price Prediction model is use to predict the correct price of house. In this project i used different libraries for data visualization, data Preprocessing, building a model and also for finding errors. This can be used by real estate agents, appraisers, and other professionals who need to estimate the value of a house.

Chigshva Enterprise

This website is for Chigshva Enterprise company. It will help the company to improve its online presence and generate more leads and sales. Me and My Friend worked together on this project and we use website development languages for it.