Hello there 👋 I'm Zuhair.
I hope you stumbled upon this website on purpose! Otherwise, let me introduce you to my world 🌍
I'm a data scientist living in India 🇮🇳. I've been working on many projects.
Part of my work include crafting, building and deploying AI applications to answer business issues.
I also blog about technical topics such as deep learning. You can check my open source projects, my blog and my github for more details.
Whether you're having an idea or a business inquiry, do not hesitate to drop a message below ⬇️
1 class Person {2 constructor() {3 this.name = "Zuhair Abbas";
4 this.skills = ["Machine Learning", "Data Science", "Developer"];
6 }
7 }
Things i do
Machine Learning
I train robust models for various tasks in NLP, computer vision and more
Software Engineering
I build apps to encapsulate ML models and provide a better user experience
Deployment
I go beyond scripts and notebooks and deploy apps to production
About Me
My Skillsets
PyTorch
Tensorflow
Dash
Python
Docker
MongoDB
ElasticSearch
Kibana
Amazon Web Services
Side Projects
End to end machine learning: from data collection to deployment 🚀
Learn how to build and deploy a machine learning application from scratch: an end-to-end tutorial to learn scraping, training a character level CNN for text classification, buidling an interactive responsive web app with Dash and Docker and deploying to AWS. You're in for a treat !
Scalable Walkability Analysis..
Walkability Index' of a suburb measures how 'walkable' a given neighborhood is, in terms of road connectivity, population density, and land use mix.
Data Science Portfolio
Repository containing portfolio of data science projects completed by me for academic, self learning, and hobby purposes. Presented in the form of iPython Notebooks, and R markdown files.
Training Smartcab
In this project, we work towards constructing an optimized Q-Learning driving agent that will navigate a Smartcab through its environment towards a goal.
Weather App
Project made from scratch using Vanilla JS. This project uses the Open Weather Map API
Todos App React
A todo App with Authentication using Firebase. Todos are saved using Firestore.
BookReads
BookReads is a web app allows its users to organise their collection of books into three shelves currently Reading, Read, and Want To Read.
Deep learning for knee injury diagnosis
This repository contains an implementation of a convolutional neural network that classifies specific knee injuries from MRI exams. Check it if you want to learn more or to adapt the code to another medical imaging problem.
Character Level CNN
You'll find here a PyTorch implementation of a character level CNN for text classification by Zhang and Lecun (2015) and a video tutorial (by me) accompanying it.
Image Dataset Builder
This is a script to help you quickly build custom computer vision datasets for object classification, detection or segmentation. It relies on google_images_download package that scrapes images for each class you define.
Neural Networks from Scratch
Learn how to build and train a neural network from scratch. In pure Python only with no frameworks involved. This script helps you start this project.
Real-time Style Transfer
A fun application of computer vision on how to mix the style of a painting (say the Starry Night of Van Gogh) and the content of the photograph. Model trained using PyTorch and app built with html and jQuery.
Image Captioning
How to translate an image to text with the ability to interpret what the machine learning algorithm sees? This is possible using neural networks and specifically encoder-decoders with attention mechanisms.
React Native Demo App
This app is a Demo app for using DatoCMS contents via GraphQl api on a React Native app.
Covid-19 Tracker
App that takes data from an API to display this information in real time by sockets.
Get In Touch
Thank You
Do You Have Any Queries?