Selected research, credentials, and aviation work behind DataFly Systems.
Peer-reviewed and conference research spanning trustworthy AI, aviation safety, stellar populations, and computational astrophysics.
A Knowledge-Grounded LLM-Based Framework for Aviation Safety. Co-authored by Alisa Tiselska, this work explores how Large Language Models, Knowledge Graphs, and Retrieval-Augmented Generation can be combined to support more trustworthy, explainable, and verifiable aviation-safety analytics.
Alisa Tiselska and Theodore von Hippel. Research using Gaia white-dwarf kinematics and BASE-9 statistical modeling to investigate the ages and formation history of Galactic stellar populations.
Allyson Woodruff, Ted von Hippel, Alisa Tiselska, and Joseph Hammill. Research combining white-dwarf photometry, Gaia astrometry, stellar kinematics, and population probabilities to study the Milky Way’s thin and thick disks.
Research led and presented by Alisa Tiselska on using Gaia data, stellar kinematics, Python and statistical methods to investigate white-dwarf populations and the age structure of the Milky Way.
Embry-Riddle Aeronautical University — graduate study in data science with an aviation-focused business track, including machine learning, data visualization, analytics, and applied AI.
Embry-Riddle Aeronautical University — Bachelor of Science in Astronomy & Astrophysics, Cum Laude, with a minor in Applied Mathematics. The degree included computational research using Python, astronomical datasets, statistics, and mathematical modeling.
Before developing DataFly’s professional seminars and private training, Alisa spent more than three years teaching and supporting university mathematics at Embry-Riddle, including Calculus instruction, supplemental instruction, grading, and mathematics tutoring. She received an Outstanding Graduate Math Teaching Assistant award for her work.
Completed the 2026 ISTAT University program, strengthening DataFly’s understanding of the commercial aviation ecosystem, aircraft finance, leasing, and the business context behind aviation technology.