• Top 3 / 859 teams — E.SUN AI Open Competition, Winter 2021 (Credit-Card Category Recommendation). Final NDCG@3 = 0.726037 (Top-1 = 0.727069). Oct 2021 – Feb 2022
  • Top 1 / 401 teams — Chunghwa Post Big Data Competition 2019. Proposed an ML-integrated system with an estimated 65% reduction in failed deliveries. Apr – Jun 2019
  • NCKU Outstanding Talents Scholarship 2021 (Bank SinoPac). Nov 2021
  • Excellent Award, Statistics Certificate — Chinese Applied Statistics Association. May 2019
  • Advanced Award, Competition of Statistics — NCKU. May 2017