Papers and self-published studies.
Tiny research side quests from things I got way too curious about. Thanks to my lovely teammates for making the nerdy stuff happen. <3
- 012026Conference PaperAIWEST-DR 2026
AI-enhanced Urban sinkhole risk mitigation : Conceptual Design
Presented at the AIWEST-DR 2026 conference, this research explores the application of artificial intelligence in mitigating urban sinkhole risks. The study proposes a conceptual design for an AI-driven system that predicts and monitors potential sinkhole occurrences in urban areas, aiming to enhance public safety and infrastructure resilience.
- 022025Research ProjectBioinformatics class 2025
Bioinformatics : Development of a Model for Synthesizing New Drug Structures Using Multimodal Deep Learning
Developed a two-stage GAN-based model for drug design targeting protein binding sites and ligands, utilizing graph neural networks (GNNs) for molecular structure analysis. Responsible for the biological aspect of the project, including data preprocessing, molecular structure analysis, and binding affinity prediction for protein-ligand interactions.
- 032022Conference PaperInternational Astronautical Congress 2022 ( IAC 2022 )
Secure Before Launch: Satellite security guidelines vulnerabilities concerns for space missions
Led research presented at the 73rd International Astronautical Congress, September 22, 2022. Investigated security vulnerabilities in space technology infrastructure, including ICS, telecommunication, and SCADA systems. Analyzed potential cyber threats to space assets, focusing on ground stations, radiofrequency, and supply chain vulnerabilities. Proposed cybersecurity checkpoints and advocated for new cybersecurity standards for space missions.
