Epilepsy Diagnosis Using miRNA Biomarkers & Machine Learning

  • Computational Biology

  • Researcher & First Author

  • Developed novel ML model to classify epilepsy-related miRNAs under UCSD Professor Igor Tsigelny

  • ML model achieved 87% accuracy, can be used in epilepsy diagnostics to achieve more accurate results

  • Analyzed protein networks & neural pathways, utilized miRNA nucleotide sequence and target gene attributes

  • 2nd place in 2024 Greater San Diego Science Fair

  • Submitted paper to Acta Epileptologica (ISSN: 2524-4434)

Series of Advanced SLAM Processes and Applications

  • Robotics

  • Researcher & First Author

  • Researched the SLAM (Simultaneous Localization & Mapping) algorithm and its applications in robotics

  • Analyzed mathematical models, feature extraction, time complexity, uncertainty, & error

  • Took Robot Autonomy course by Georgia Tech professor to expand SLAM knowledge

  • Published paper in Journal of Applied and Computational Engineering (ISSN: 2755-2721)