Qian S.
AI Intern
Experience
Aug 2025 - Oct 2025
3 monthsSingapore
AI Intern
Doxa Holdings
- Designed and implemented the Buyer AI Agent for procurement analytics, combining rule-based logic with LLM for natural-language query reasoning
- Built end-to-end data pipelines covering purchase orders, requisitions, and delivery data to support intelligent buyer queries
Sep 2024 - Apr 2025
8 monthsSingapore
Research Intern
A*STAR, Institute for Infocomm Research
- Applied imitation learning to model expert treatment decision behaviors in healthcare
- Investigated inverse reinforcement learning (IRL) approaches for aligning AI policy learning with clinical reasoning
Summary
AI researcher with PhD-level expertise in reinforcement learning, imitation learning, and optimization for decision-making under constraints. Experienced in developing agent-based and data-efficient learning frameworks across logistics, pricing, and rumor detection. Recent work explores LLM-based early rumor detection and intelligent agent design for real-world applications..
Languages
Chinese
NativeEnglish
AdvancedEducation
Aug 2020 - Jun 2025
Singapore Management University (SMU)
Ph.D. · Computer Science · Singapore · 3.53/4.0
Sep 2018 - Jun 2020
Jilin University
M.S. · Management Science and Engineeing · Changchun, China · 80.5/100
Sep 2013 - Jun 2017
Nanjing Agricultural University
B.S. · Information Management and Information System · Nanjing, China · 3.79/4.5
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