Maria Zafar
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I'm a Machine & Deep Learning Engineer.

I enjoy building AI & ML applications.

About me

I'm Maria Zafar, a passionate explorer in the realm of Artificial Intelligence and Machine Learning. With a Master's degree from IBA Karachi and now pursuing my PhD at SETU Ireland, I'm on a journey to craft sustainable solutions in Deep Learning for Machine Translation.

My research focuses on developing Sustainable Deep Neural Network solutions, particularly in MT systems, where I delve into techniques like knowledge distillation and model pruning to create compact yet high-performing models.

At SensViz, I dive into the world of ML & DL, shaping age predictions from images and deciphering street board text classifications. My knack for innovation shines through projects like chatbot development and federated learning for electricity prediction.

Beyond work, I thrive in Badminton tournaments and academic competitions, always seeking new horizons in the ever-evolving landscape of technology.

Projects

Teeth Detection

Developed a web application that uses a deep learning model to detect and segment teeth in dental X-ray images.

Timeseries Forecasting Using LSTMs

The project involved forecasting electricity consumption of household device.

Chatbot using NLP and Interface

Developed a chatbot using NLP and interface to provide information about the products from the catalogue.

Sentiment Analysis using BERT

Developed a chatbot using NLP and interface to provide information about the products from the catalogue.

StreetBoard Text Recognition and Classification

Text detection and classification from the street boards.

Skills

  • Python
  • Machine Learning
  • Deep Learning
  • Linux
  • JavaScript
  • Java
  • C++
  • HTML5
  • CSS3
  • Php
  • PostgreSQL
  • MySQL
  • SQLite
  • MongoDB
  • Vercel
  • AWS
  • Git
  • Postman
  • Docker

Publications

Experience

Contact me

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