- Spearheaded the development of predictive models using LSTM and Temporal Fusion Transformer (TFT) algorithms to forecast error rates and detect anomalies in BRImo application logs. This solution enhanced early detection capabilities and improved the application’s performance reliability.- Conducted comprehensive health checks and performance analyses on applications, identifying and mitigating critical failure points to ensure operational stability and optimal user experience.-… Show more - Spearheaded the development of predictive models using LSTM and Temporal Fusion Transformer (TFT) algorithms to forecast error rates and detect anomalies in BRImo application logs. This solution enhanced early detection capabilities and improved the application’s performance reliability.- Conducted comprehensive health checks and performance analyses on applications, identifying and mitigating critical failure points to ensure operational stability and optimal user experience.- Utilized Python, SQL, and PySpark to process and analyze large-scale datasets, ensuring data integrity and accuracy in BRImo APM and transaction log monitoring.- Conducted root cause analysis on application performance issues using statistical models to identify error sources, reduce downtime, and strengthen system robustness. Show less

Contributed to the COMET Collaboration of the Malaysia-Japan project in particle physics, focusing on the study of Gradient Boosted methods for machine learning. Implemented these techniques in track reconstructions of particle productions

- Built databases and table structure architecture methodologies for web applications.- Created scripts and processes for data integration and maintenance.- Modified existing databases to meet unique needs and goals determined during the initial evaluation and planning process.- Developed, updated, and organized data with MySQL to handle production data, and manipulated it with Pandas.

- Investigated the ttbar dilepton channel using 14 TeV data.- Engaged in the analysis of Underlying Event (UE) models, conducting tests and comparisons with real data obtained from CMS detectors.- Applied statistical methods, including the unfolding technique, to facilitate the comparison between the data and the models.

- Played a key role in the establishment of the first Center for Particle Physics in Malaysia, known as the National Center for Particle Physics, while serving as a Research Assistant.- Conducted research on the invariant mass of the top pair decay in the dilepton channel, utilizing simulations with Pythia8.

Undergraduate Teaching Assistant in Basic Physics at the Faculty of Engineering and Computer Science