Pritish Barabde | Software Developer

Hi, I'm Pritish Barabde.

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Self-driven, Quick starter, Passionate programmer with a curious mind who enjoys solving a complex and challenging real-world problems.

About

I am a Computer Science Grad Student at University Of Mumbai.

Detail-oriented Software Developer with professional experience in Backend Development, Machine Learning, Computer Vision. I am adept in Python, Django, Flask, SQL, Machine Learning, Computer Vision.

Experience

The Sparks Foundations

Data Science Intern

Predicted the percentage of an student based on the no. of study hours.
Tools: Python, Google Colab

April 2021 - May 2021 | Mumbai, India

Projects

                
Music Player Web-App
                  A music streaming web app based on Django
                
AccomplishmentsTools: Django, HTML, CSS, Bootstrap, SQLite, AWS S3, Heroku
Register/login to the web app(with OAuth-based Google Sign-In).
Search and filter songs based on language and singer.
Create multiple playlists and add/remove songs to/from playlist.
Scroll through recently played/viewed songs.

Quiz Web-App
                  A quiz playing web app based on Django
                
AccomplishmentsTools: Django, HTML, CSS, Bootstrap, SQLite, Heroku
Register/login to the web app(with OAuth-based Google Sign-In).
Play Quiz and see the leaderboard

Blog Web-App
                  A simple and extensible blog web-app based on Flask.
                
AccomplishmentsTools: HTML, CSS, Bootstrap, Flask, SQLAlchemy, Postgresql, Python
Users can view posts and contact the admin via Contact Page.
Admin can Add, Delete, Update posts.

Visual Question Answering
                  An attention-based classification model that aims at generating an answer for a given input image.
                
AccomplishmentsIncorporated Convolution Neural Networks (CNN) for extracting image features and Long Short Term
                    Memory for extracting question
                    embeddings.
Tested the model on the COCO dataset, abstract scenes images, and got 69% overall accuracy on the
                    VQA evaluation metric.

Video Summarizer
                  A Seq2Seq model that generates a short summary of the given input video.
                
AccomplishmentsIncorporated CNN to detect and classify objects in the video frames and Long Short Term Memory for
                    generating a summary.
Evaluated the model on MSVD (Microsoft Video Description Corpus) dataset; achieved 0.77, 0.71,
                    0.52 scores respectively on ROGUE,
                    BLEU, METEOR evaluation metrics.

Image Generator
                  An image generator based on the concept of adversarial networks (GANs)
                
AccomplishmentsDeveloped system was tested on a human-face database and loss was calculated by comparing the PCAs
                    of generated and original image.
Calculated difference in PCA was less than 10%, depicting the successful generation of an image by
                    the generator.

Head Counting System
                  A system that calculates the attendance of the class from a panoramic image of a live classroom.
                
AccomplishmentsUsed Singular Value Decomposition for image compression; applied various image processing
                    techniques and morphological operations to
                    detect the number of heads.

Education

ST.JOHN COLLEGE OF ENGINEERING AND MANAGEMENT

Palghar, Maharashtra

Bachelors in Computer Science Engineering
CGPA: --/10

2018 - 2022(Expected)

Utkarsha Vidyalaya & Junior College

Virar, Mumbai, Maharashtra

HSC Maharashtra State Board: 11th - 12th
Percentage: --

2016 - 2018

N.G.Vartak English Medium High School & Junior College

Virar, Mumbai, Maharashtra

SSC Maharashtra State Board: 1st - 10th
Percentage: --

2002 - 2016

Skills

Languages and Databases

Python

HTML5

CSS3

MySQL

Libraries

NumPy

Pandas

OpenCV

scikit-learn

matplotlib

Frameworks

Django

Flask

Bootstrap

Keras

TensorFlow

PyTorch

Other

Git

AWS

Certificates

                            
                            Design Thinking For Innovation

                            (COURSERA)

                            March, 2021
 
                            KPMG - Data Analytics Consulting Virtual Internship

                            (FORAGE)

                            March, 2021
 
                            QUANTIUM - Data Analytics Virtual Experience Program

                            (FORAGE)

                            March, 2021

Contact

+14805722456

barabdepritish@gmail.com

linkedin.com/in/pritishbarabde

twitter.com/pritishbarabde

github.com/pritishbarabde

telegram/pritishbarabde