Mohammad Ammar Faiq

- Performing causal inference analysis with a difference-in-differences model combined with a propensity score matching - Generating synthetic datasets with agent-based modelling - Supporting and performing ETL process for researchers in our data - environment - Testing statistical and machine learning models for researchers Supporting researchers with learning programming language

- Performing Multiple Imputation with Chained Equation to handle missing values - Performing survival analysis on primary care dataset combined with a nationwide dataset - Performing risk prediction model for cardiovascular diseases with Bayesian Network - Supporting and performing ETL process for researchers in our data environment

EPA1341 Advanced System Dynamics - Guiding and debugging student's system dynamics model for Advanced System Dynamics courses EPA1333 Computer Engineering for Scientific Computing - Helping teacher with grading and teaching for a Python course with more than 80 students - Debugging students Python syntax during the lab session

Micro-targeting & Local elections - Implementing unsupervised and supervised machine learning for clustering citizen demographic and Twitter topic modelling related to people voting behaviour - Visualizing interactive geospatial data with the folium package in Python

Network Management Systems Support - Creating an automatic reporting windows program using optical character recognition for text images - Creating a web-based interactive solution for company transaction and deal record

- Specialized in Data Analytics, Modelling and Simulation - Thesis topic in Risk analysis with Bayesian Machine Learning - The honours programme in Big Data Analytics

- Specialization in Computer Vision - Thesis in software design with Gaussian Filtering for microscopic images