Projects
Each card is intentionally compact: who it was for, what was built, and what changed.
2022 - Present
SmartAlpha
Designed and managed validation-oriented clinical data pipelines for AI ultrasound programs.
Built protocol-linked acquisition standards for clinical teams.
Improved annotation quality consistency across reviewers.
2023 - Present
SmartAlpha
Created a metadata-first quality system to detect capture drift before model training.
Standardized quality checks across study sites.
Improved data consistency for model evaluation cohorts.
2018 - 2019
American Astronautical Society (AAS)
NASA CanSatDelivered model satellite electronics and mission support with the grizu-263 team.
Won second place at NASA CanSat finals.
Passed full mission review gates from design to flight readiness.
2019
Bulent Ecevit University
Award-winning model satellite concept recognized at Farabi R&D and Project Market.
Received first place project award.
Demonstrated stable control-oriented prototype behavior.
Approach
Each project starts with the claim and the evidence needed to defend it.
Clinical, software, and ML teams review the same source of truth every cycle.
Concise reporting keeps teams focused on outcomes instead of presentation overhead.