sourav_dl_boy

Sourav Kumar

A Pythonista Programmer and always interested in building stuff revolving around Machine learning and Deep learning, love solving problems using Algorithms.

Working with Data and getting insights out of it is really makes me love technology more and more.
Writing technical blogs on Medium explaining hard concepts in easy way is one of my hobbies.
The process of Software Development, version control, documenting the code and making it easier for others to understand and maybe collaborate on weekends making some cool project is alone what makes me excited about solving complex real world challenges through technology.

Recently in February, I was working on a project on Retinal Blindness Detection and suddenly one of the project members who had access to GPU had to go to his home due to an emergency then I lead the project by getting access to the college system with the help of my department head.

Then in April, I worked on a project on Object Detection which crashed due to a high volume of users because initially, users visiting the site were around 15-20 per day but as the volume of users increased, I scaled the system by increasing its capacity to handle more requests for around 500 users per day.

I always think about how I can give back to the community by using technology for a social cause which can bring great change to society and that’s why I analyzed large volumes of data on covid-19 Queries by Bing search engine to help local authorities so that they can fulfill demands of people during this pandemic.

Last Summer I did a volunteering project to implement style transfer algorithm for designing AI generated images to be printed on tees, mugs, stickers and put up on teespring and sales generated through it is going for charity to CodeNation.

There’s no better way than to showcase all my relevant and best work samples some of which are live and deployed in Production:
• Live deployed projects: https://souravsdlboy.pythonanywhere.com/
• GitHub (for other projects): https://github.com/souravs17031999
• Open-sourced PyPI packages: https://pypi.org/user/souravdlboy/
• Technical writer (Medium): https://medium.com/@sauravkumarsct

My belief is that AI can solve most of the today's world daily life problems, so that we can work on more important challenging problems.

Let's meet and discuss what's next to build ! 👨‍💻

Projects

RETINAL BLINDNESS DETECTION

Deep learning algorithm for detecting diabetic retinopathy among patients.PyTorch, OpenCV, Deep Learning, Python, Image Processing, ResNet, TransferLearning

REAL-TIME OBJECT DETECTION WITH FLASK WEB SERVER

Object Detection on real time images and videos with predictions and bounding boxes with hosted flask serverHTML, Flask, ImageNET, CSS3, Object Detection, Mobilenet, Python - OpenCV, MobilenetV2, Jinja2

NEURAL STYLE TRANSFER

Volunteering project for desinging AI generated to be printed on tees etc. and sales for charityPython, Neural Network, VGG19, TransferLearning

BING COVID-19 QUERIES ANALYSIS

Helping authorities by analysing and finding data insights from COVID-19 search queries issued through bing search engineGensim, Python, Data Visualization, Long short-term memory (LSTM), support vector machines, MultinomialNB Naive-Bayes model, nltk, NLP, SGD

Skills

Python
MySQL
PyTorch
HTML5
Data Visualisation