Hi, I'm Zain.
A
Self-driven, quick starter, passionate programmer with a curious mind who enjoys solving complex and challenging real-world problems.
About
I am a Natural Language Processing Graduate Student at Mohamed bin Zayed University of Artificial Intelligence. I enjoy problem-solving and coding. Always strive to bring 100% to the work I do. I have worked on technologies like Python, Django, Flask, MySQL, PostgreSQL, MongoDB, HTML5, CSS, C++ during my bachelor's. I have 19 months of professional work experience which helped me strengthen my experience in Vue.js, jset, and Django. I am passionate about developing complex applications that solve real-world problems impacting millions of users. I always wish to work and study in a competitive and innovative environment where there are new challenges with every new project so that I can learn and enhance my technical, analytical, and managerial skills. My research interests lie in Deep Learning mainly in the field of natural language processing and end-to-end text-to-speech systems.
- Languages: Python, JavaScript, C, C++, HTML/CSS, Bash
- Databases: MySQL, PostgreSQL, MongoDB
- Libraries: Numpy, Pandas, Librosa, Scikit-Learn, NLTK, OpenCV
- Frameworks: Flask, Django, Vue.js, Node.js, Selenium, Keras, TensorFlow, PyTorch, Bootstrap
- Tools & Technologies: Git, Docker, AWS, GCP, Heroku, JIRA
Looking for an opportunity to work in a challenging position combining my skills in Software Engineering, which provides professional development, interesting experiences and personal growth.
Experience
- Design, code, and debug related to front-end development.
- Fully automate the UI testing using Selenium framework.
- Maintain and upgrade existing products to improve their performance.
- Train other developers and manage the technical aspects of projects.
- Improved the response time by 20% by refactoring the codebase and changing database design and queries.
- Tools: Vue.js, Python, Flask, MongoDB
- Research and development of an end-to-end Urdu Text-to-Speech system using deep learning.
- Full stack development of an automated Urdu broadcast media content extraction and analytics system using Django framework.
- Development of NLP module to generate phonetic stream from plain Urdu text for the production of natural and intelligible speech.
- Development of statistical POS tagger for Urdu using different machine learning approaches.
- Creation of installation package for the deployment of HMM based Urdu SAPI voice in Windows environment.
- Implementation of Fernet encryption for Urdu lexicon.
- Tools: Python, Django, Keras, Tensorflow, PyTorch, MySQL
- To predict the failure of Power Transformers based on dissolved gas analysis (DGA) data
- Created an alert system to send notifications and emails when the parameters exceed the threshold.
- Supervising repair, winding, insulation and testing section of the workshop.
- Tools: Python, Flask, JavaScript
Projects
![speech emotion recognitions](/assets/img/project-ser.jpeg)
A CNN, LSTM and Attention based model to recognize human emotions.
![sentiment analysis](/assets/img/project-sentiment-analysis.png)
An RNN based deployed model for sentiment analysis using AWS.
![TV Script Generation](/assets/img/project-tv-script-generation.jpg)
An RNN based model trained on TV Scripts to generate new TV Scripts which can be used by production companies.
![Income Classification Web App](/assets/img/project-income-classification.jpg)
A web application to predict whether a person earns more than a threshold or not.
![Bike sharing Pattern](/assets/img/project-bike-sharing.jpg)
A deep neural network for bike sharing company.
![Dog Breed Classifier](/assets/img/project-dog-breed.jpg)
A fine-tuned CNN (VGG-16) to predict the breed of a dog.
![Bill Projection](/assets/img/project-bill-projection.jpeg)
A linear regression model hourly/monthly bill projection.
Skills
Languages and Databases
![](/assets/img/python-logo-1-300x300.jpg)
![](/assets/img/golang-logo.png)
![](/assets/img/cpp-logo.png)
![](/assets/img/shell-logo-1-300x300.jpg)
![](/assets/img/html5-300x300.jpg)
![](/assets/img/css3-300x300.jpg)
![](/assets/img/javascript.png)
![](/assets/img/mysql-logo-1-300x300.jpg)
![](/assets/img/postgresql-logo.png)
Libraries
![](/assets/img/numpy-logo-1-500x500.jpg)
![](/assets/img/pandas-logo-2-500x500.jpg)
![](/assets/img/matplotlib-logo-1-500x500.jpg)
![](/assets/img/seaborn-logo.png)
![](/assets/img/plotly-logo.png)
![](/assets/img/sk-learn-logo-1-500x500.jpg)
![](/assets/img/librosa-logo.png)
![](/assets/img/opencv-logo-1-500x500.jpg)
![](/assets/img/nltk-logo.png)
Frameworks
![](/assets/img/vue-js-logo.png)
![](/assets/img/node-js-logo.png)
![](/assets/img/django-logo.webp)
![](/assets/img/flask-logo.png)
![](/assets/img/bootstrap.png)
![](/assets/img/keras-logo.png)
![](/assets/img/tensorflow-logo-1.png)
![](/assets/img/pytorch-logo.png)
![](/assets/img/selenium-logo.png)
Other
![](/assets/img/git.png)
![](/assets/img/aws.png)
![](/assets/img/jira-logo.png)
![](/assets/img/slack-logo.png)
![](/assets/img/streamlit-logo.png)
![](/assets/img/heroku.png)
Education
Mohamed bin Zayed University of Artificial Intelligence
Abu Dhabi, UAE
Degree: M.Sc. Natural Language Processing
CGPA: 3.68/4.0
Year: 2022 - 2024
- Advanced Natural Language Processing
- Deep Learning for Language Processing
- Topics in Advanced Natural Language Processing
- Advanced Speech Processing
- Mathematical Foundations of Artificial Intelligence
- Foundations of Artificial Intelligence
Relevant Courseworks:
Nanjing University of Science and Technology
Nanjing, China
Degree: M.Sc. Computer Science and Technology
CGPA: 3.897/4.0
Year: 2021 - 2022
- Principles and Methods of Artificial Intelligence
- Machine Learning
- Data Mining & Big Data Analysis
- Fundamentals of Image Analysis
- Pattern Recognition Technology
- Distributed System and Parallel Computing
Relevant Courseworks:
University of Engineering and Technology, Lahore
Lahore, Pakistan
Degree: Bachelor of Electrical Engineering
CGPA: 3.747/4.0
Year: 2016 - 2020
- Data Structures and Algorithms
- Control Systems
- Machine Learning
- Database Engineering
- Computer Networks
- Computer Architecture
Relevant Courseworks: