SHIVANGI JOSHI

Email : shivangijoshi16399@gmail.com
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What About ME?? Yeah!! I am in Love with Coding and Computer Science Related Stuffs... I Know there is so much more to learn !!So I am Still going with that... Hope you will enjoy the tour to my Virtual abode!!! Thanks for visiting!!!

Interests

So!! An official Tell me About Yourself is here :D
I am Shivangi Joshi. I am currently pusuing my graduation at Birla Institute of Technology MESRA, Deoghar.

I love Coding and I am also very much Interested about Deep Learning and Data Science.
Apart from Computer Science I love reading novels:D and yes of course I am a Potterhead!!!
One most imporatnt thing about me I love to solve Chess Tactics and Sudoku Puzzles...

Education

Birla Institue of Technology MESRA off Campus Deoghar

Bachelor of Engineering, Computer Science and engineering

GPA: 8.89/10

August 2017 - June 2021

Kendriya Vidyalaya No.1 A.F.S Bhuj

Class XII,AISSCE

Received Appreciation Certificate for my good performance in AISSCE

SCORE: 93.4/100

April 2015 - May 2016

Kendriya Vidyalaya No.1 A.F.S Bhuj

Class X,AISSE

Received Appreciation Certificate for my good performance in AISSE

GPA: 10.0/10.0

April 2013 - May 2014

Certifications

IBM Data Science Professional Certificate

Learned Orientation of Data Science and its Methodology.
Worked with a variety of data science tools, learned Python and SQL.
Performed Data Visualization and Analysis, and created Machine Learning models.
Worked with: Sci-kit Learn,Seaborn, IBMDb2 and Matplotlib
Completed several labs and assignments on the IBM cloud including a Capstone Project
April 2019 - June 2020

Skills

Programming Languages & Tools
  • Programming Language: (Confident) C/C++ (familiar)Python, Javascript
  • Others: Git, Linux, MySQL, Scikit-learn, Keras, Tensorflow, Meteor.js MongoDB
  • Fields: (Interested & Learning) Deep Learning, Machine Learning and Data Science
  • Extras: HTML,CSS,Bootstrap,IBM CLoud

Projects

Face Expression Recognition Model

Built and trained a convolutional neural network (CNN) to recognize facial expressions.
Classification based on the Universal Expressions’ seven categories (Angry, Disgust, Fear, Happy, Sad, Surprise, Neutral)

Reported Performance: 70.6 %
Tools: Python, Keras, OpenCV, Flask

June 2020

Designed a classifier using RestNet50 and VGG16 pre-trained models

Model predicts the cracks in concrete in an image using MNIST concrete crack image dataset.

Reported Performance on both the models: VGG16::99.8%, ResNet50::98.2%
Tools: Keras, Python and Google colab

April 2020

Predicting Employee Attrition

Performed Data Analysis and Visualisation on an imaginary dataset and
Designed a logistic Regression Model to predict results.
Proposed various reasons for Employee Attrition using the Analysis.

Accuracy score: 76.8%
Tools: Scikit-learn, Matplotlib, Seaborn, IBM Cloud

June 2019

Exploring the Food Venues of Gandhinagar, Gujarat

Worked on Real-time Data Using Foursquare API's and Designed a k-means Clustering Model to
Gather up similar food venues on the Map
Extensions: This Project can be combined with Land price Data to predict the perfect place for opening up a new Restaurant in Gandhinagar's Neighbourhood.

Tools: Sci-kit learn, Foursquare API, Seaborn
link: https//github.com/SHIVANGIJOSHI/Capstone-Project

June 2020

Activities and Involvements

  • Member at Women Who Code
  • Member at Google Women Techmakers
  • Virtual Experience Program-JP Morgan-learned how to create Git patch files for an ongoing project (with your virtual team) of Stock Data Dashboard
  • Two times Winner at Intra College Chess Competitons