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Shantanu Roy
Gujarat, India
I am always curious and eager to learn new things and technologies, and to share my knowledge.0 followers0 following
- About
- High School
- Bachelor's
- Target
- IELTS
- GRE
Male
Gujarat, India
Work ExperienceData Science Intern
Discoze - Vedvaani - Internship
Nov 1, 2023 - Apr 30, 2024 · 6 mos
Gujarat, India
Analyst
Deloitte US India - Full Time
Jul 19, 2021 - Oct 18, 2023 · 2 yrs 3 mos
Telangana, India
ProjectsCovid-19 Data Analysis
Role - Student
for Personal
Apr 15, 2020 - Apr 22, 2020
Analyzed the Covid 19 dataset available on Kaggle by extrapolating information about various countries such as Italy, Germany, Spain, India, and the USA where the covid 19 situation was very serious. Made visualizations for the trends seen in the various countries. Created map using the 'folium' library using which the increasing COVID-19 situations in various areas can be visualized in real-time. Made predictions for the data using the 'Prophet' library of Facebook.
Gaze Controlled Keyboard
Role - Student
for Personal
Mar 11, 2020 - Mar 31, 2020
Created a virtual keyboard that would iterate through the various characters and the user can select a character and type them on the screen just by blinking his/her eyes. (Used haar-cascades for eye detection and face landmarks for detection of rest of the facial parts.
Real time Face Swapping
Role - Student
for Personal
Apr 8, 2020 - Apr 22, 2020
This is a Computer Vision project created using python's 'opencv' and 'dlib' library with which one can swap the faces of 2 people(given in the image). Used the concept of Delaunay Triangulation to create the project.
YOLO Object Detection
Role - Student
for Personal
May 19, 2020 - May 25, 2020
Created an object detector and classifier using the YOLO(You only look once) object detector. Gave random images as input and made boxes around the identified image and added a label at the top of the boxes to classify the recognized object such as Television, Sofa, Monitor, etc.
Emotions Detection System using Computer Vision
Role - Student
for Personal
May 5, 2020 - May 23, 2023
Used the faces emotions dataset available on Kaggle to train a model using neural networks to recognize and classify the facial emotions of a person in real-time. Used the ImageDataGenerator function of keras preprocessing module to augment the images with random transformations such as rotations, flipping, and shifting of images. Visualized the learning rate of the model using tensorboard. Obtained an accuracy of around 60%(59.3 to be exact) on the test images.
Research PapersBraille Image Recognition using Deep Learning Approaches
May 17, 2021 - Journal of Huazhong University of Science and Technology
VolunteeringShantanu Roy has not added any volunteering detail yet.