Data Scientist
11/2021 - Present
Responsibilities:
Development 4 major modules for analysis of Airforce's training
Development of Video, Audio and Text Data analysis tools
Creation of an Integrated Environment for all three tools to operate comprehensively
Comprehensive Data Recording on a Client/Server Environment
Descriptive Data Analysis & Visualization and Stream Back to Network
Review and Analyze Comprehensive Video and Audio Playback
Python Pandas NumPy Data Science Data Analysis Statistics & Probablity PyQt5
Research Assistant
Oct 2019 – Oct 2020
Brain State Monitoring of Pilot During Flight with Head Mounted Device using Machine Learning.
Responsibilities:
* Data collection for EEG based brain state monitoring
* Descriptive data analysis and visualization using MATLAB
* Data classification and prediction using Machine and Deep Learning Techniques
* Assistance to Project Supervisor
AI, ML & DL Neuro-ergonomics Brain Computer Interface (BCI) Electroencephalography (EEG)
National University Of Sciences and Technology (NUST), Islamabad
Sep 2018 – Oct 2020
Data Science Neuro-ergonomics Human Computer Interface (HCI)
The Islamia University of Bahawalpur (IUB), Bahawalpur
Sep 2018 – Oct 2020
Software Developement Artificial Intelligence
Under Supervision of Dr. Shahzad Rasool, Dr Adnan Maqsood & Dr. Ammar Mushtaq
Oct 2019 – Oct 2020
EEG is an objective assessment technique used to record brain activities to monitor brain states such as, stress, emotions, drowsiness and workload. In this research, EEG is employed to assess mental workload from human brain. We developed a pipeline for real-time EEG based mental workload assessment using deep & machine learning.
AI ML & DL Neuro-ergonomics Brain Computer Interface (BCI) Electroencephalography (EEG)