MAGI://DIAGNOSTICS/SYNC_RATES
Noul Inc.
Leading core AI R&D for CER, a cervical cell analysis product. Designed and implemented the full preprocessing–detection–classification pipeline from whole slide images down to individual cells. Spearheaded on-device detection model training, pruning, and inference optimization.
HumanICT
Full-stack engineer on the Alphai PlantVision platform, developing real-time AI detection models for construction site hazards (fire, smoke, missing helmets) and vehicle classification from CCTV feeds.
DeepNoid
Led the DEEP:CHEST team as part lead, designing AI models for chest X-ray interpretation — detecting pneumothorax and consolidation with lesion localization. Successfully completed clinical trials and obtained regulatory approval (License #21-841).