Data Scientist Glasgow, UK
Urban Big Data Centre 2022 ‐ Current
Mobility Patterns Detection Using Mobile Phone GPS Data: Developed an algorithm to detect trips from mobile phone GPS data and analysed those trips to observe mobility patterns
Travel Mode Detection: Developed a Machine Learning model based on mobility and spatial characteristics to detect travel mode used for the detected trips
Pedestrian Mobility Analysis: Analyzed mobile phone data to observe people’s behavior in terms of using pedestrian bridges in Glasgow City region
Event Engagement (Department of Culture, Media, & Sports): Detected people’s participation in different events using GPS data and trained a machine learning model to achieve representativeness. This project is in collaboration with a consultancy firm.
Public Transport Accessibility (PTA): Developed an API to provide PTA data stats to the end users and developed an interactive web platform for visualisation of the stats.
Zoopla: Performed Data Engineering on terabytes of Zoopla data from all over the UK to make it ready‐to‐use for analysis
Research Fellow Leeds, UK
University of Leeds 2021 ‐ 2022
Swiss National Science Foundation (EU) Project: Statistical analysis of the sociodemographic data of city of Aarau, Switzerland and developed the Machine Learning model to predict the quality of life using the available facilities in the districts. Furthermore, based on the insights from the data analysis, proposed the most suitable districts for conducting participatory budgeting.
Research Engineer Paris, France
Telecom SudParis 2018 ‐ 2021
French National (EU) Project FAUCON: Preprocessed and analyzed large sensors data to develop Machine learning models to predict traffic lows in the city of Madrid. Also, developed an LSTM RNN model using server log time‐series data to forecast server‐side errors.
Research Assistant Seoul, South Korea
Real‐Time Software Engineering Labortary 2016 ‐ 2018
Korean Research Project (LG): Developed a Machine learning based bug triage system using the bug report data from Chrome, Mozilla, and Eclipse.
Software Engineer Islamabad, Pakistan
Deutsche Gesellschaft für Internationale Zusammenarbeit (GIZ) 2015 ‐ 2016
National Vocational Qualification System: Developed a web‐based qualification defining system.