Vibhor Agarwal

ABOUT ME

Python programmer | Data Scientist

I am a Python programmer experienced in web scraping, making autonomous systems and machine learning. I love extracting useful insights from data and sometimes, also use MATLAB for image processing techniques. I look forward to help people in the community.

New Delhi (+05:30)

Joined July 2017

EXPERTISE

Python

3 years experience

I've been building a variety of projects in Python since three years. I like building automated solutions to my problems. In the past, I'...

I've been building a variety of projects in Python since three years. I like building automated solutions to my problems. In the past, I've worked with popular web frameworks like Django and Flask; popular AI frameworks like Tensorflow, and Keras and the standard PyData stack comprising Numpy, Pandas, Matplotlib and SciPy. Moreover, I have done various web scraping project using beautiful soup and urllib.

RESTful API Flask Django NumPy TensorFlow Keras Seaborn Matplotlib Web Scraping

Data Science

2 years experience

By passion, I am a Data Scientist. I have worked on Computer Vision projects like Surveillance systems and Activity Recognition, Natural ...

By passion, I am a Data Scientist. I have worked on Computer Vision projects like Surveillance systems and Activity Recognition, Natural Language Processing projects like Language Translation, and Text Classification problems. I've also researched on Time Series analysis and Social Network Analysis specifically, finding out online events in Tweets.

TensorFlow Keras Machine learning

TensorFlow Keras Machine learning Deep Learning Computer Vision Matplotlib Seaborn Pandas NumPy

JavaScript

2 years experience

I've worked on vanilla Java Script and many of its frameworks like ReactJS, and AngularJS.

React Angular Node.js

React Angular Node.js Redux

Git

3 years experience

I have been using version control in my personal projects as well as large open source projects for collaborating with others. I collabor...

I have been using version control in my personal projects as well as large open source projects for collaborating with others. I collaborate on websites like GitHub, GitLab and BitBucket.

GitHub GitLab Version control

GitHub GitLab Version control Git Continuous Integration

Online Bots

2 years experience

I have built Slack bot to provide additional features to the Slack channels like language translation, text-to-speech conversion, Google ...

I have built Slack bot to provide additional features to the Slack channels like language translation, text-to-speech conversion, Google search facility, Date and time, etc. Also, I have built Twitter and Discord bots for automating cumbersome tasks.

Web Scraping Scrapy Python

Database

3 years experience

I've used both relational databases like MySQL, Postgres and NoSQL databases like MongoDB, Redis, etc. in my variety of projects from Mac...

I've used both relational databases like MySQL, Postgres and NoSQL databases like MongoDB, Redis, etc. in my variety of projects from Machine Learning to Web Scraping and Web Apps.

MySQL PostgreSQL SQLite

MySQL PostgreSQL SQLite MongoDB Redis

Java

2 years experience

I've learned Java for a semester and have built a variety of applications in it using Java Swing and My SQL. Java also enforced many obje...

I've learned Java for a semester and have built a variety of applications in it using Java Swing and My SQL. Java also enforced many object-oriented programming concepts in my programming style.

Java Swing

SOCIAL PRESENCE

GitHub

Neural-Machine-Translation-using-Keras

This is the sequential Encoder-Decoder implementation of Neural Machine Translation using Keras

Python

GSoC-2018-Proposal-Oppia

This repo contains my GSoC' 18 proposal to Oppia foundation for 'New Interactions' project.

Stack Overflow

78 Reputation

Community Posts

Image Compression using K-means Clustering.

This post illustrates one of the practical applications of K-means Clustering algorithm- Image Compression. Image Compression becomes a handy tool in data preprocessing and helps in storing images efficiently.

Google Summer of Code’ 18 with Oppia

This is my experience with Oppia and Google's Summer of Code '18.

Getting started with Machine Learning using Sklearn-python

This article covers the basics of getting started with Sklearn-python and covers several classification algorithms.

EMPLOYMENTS

Site Reliability Engineer

Media.net (Directi)

2020-07-01-Present

I create and maintain large-scale distributed systems at work.

Python

Shell

Jenkins

Python

Shell

Jenkins

Cloud

Terraform

Subject Matter Expert

Chegg India

2020-01-01-Present

I'm Computer Science subject matter expert at Chegg India. I answer Computer Science related queries and helps learners in Chegg's platfo...

I'm Computer Science subject matter expert at Chegg India. I answer Computer Science related queries and helps learners in Chegg's platform regularly.

Computer Science

Site Reliability Engineering Intern

Media.net (Directi)

2020-01-01-2020-06-01

I wrote bash script to automate the disk monitor event in AWS EC2 instances. The script monitors the disk usage by MySQL server. If the d...

I wrote bash script to automate the disk monitor event in AWS EC2 instances. The script monitors the disk usage by MySQL server. If the disk usage become above 90% by MySQL write operations, then the script automatically adds a new disk to enhance the secondary storage of the server (vertical scaling). Secondly, I worked on machine learning models such as BERT for keyword recommendation and on migrating them from TensorFlow 1.0 to TensorFlow 2.0 .

Python

Machine learning

TensorFlow

Python

Machine learning

TensorFlow

bash script

PROJECTS

Proactive Video Surveillance System for Female Security

2019

This research project was a part of India Innovation Challenge Design Contest’ 2018 organised by DST, Govt. of India in collaboration wit...

This research project was a part of India Innovation Challenge Design Contest’ 2018 organised by DST, Govt. of India in collaboration with IIM Bangalore. Our team was selected out of 10146 teams for the contest. It aims at pro-actively detecting suspicious activities like molestation against women and automates the current manual Surveillance process to enhance the security standards for women in the society. • Uses hybrid neural networks containing stacked Convolutional Neural Networks and Long Short Term Memory Networks sequentially to capture spatial and temporal information from the live video streams. • Hardware used is Beaglebone black as a micro-processor along with CCTV cameras to process frames and predict suspicious activities in real-time.

Python

Matplotlib

Computer Vision

Python

Matplotlib

Computer Vision

Keras

Activity recognition

Neural Machine Translation using KerasView Project

2018

Implemented a sequential Encoder-Decoder Long Short Term Memory Networks based model to translate the input text in German to its corresp...

Implemented a sequential Encoder-Decoder Long Short Term Memory Networks based model to translate the input text in German to its corresponding English text. Used Bilingual Evaluation Understudy (BLEU) score as an evaluation measure against the reference sentences in the test set.

NLP

Keras

NLP

Keras