
PhD candidate. My interests are binary neural network, AI accelerator hardware & software co-design, and neural architecture search.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Singapore University of Technology and Design
Data Scientist
June 29, 2026 – Present
distilled_q_stereospike
May 22, 2025 – September 13, 2025
distilled_q_stereospike — GitHub repository
View ProjectNAFBee
March 11, 2025 – June 3, 2025
A Benchmark for Activation Function Exploration for Neural Architecture Search (NAS)
View ProjectRBFleX-NAS
March 11, 2025 – July 12, 2025
Training-free Neural Architecture Search (NAS) Using Radial Basis Function (RBF) Kernel
View ProjectPytorch-intermediate
February 28, 2024 – February 28, 2024
Pytorch-intermediate — GitHub repository
View ProjectLAXOR
March 4, 2023 – April 7, 2025
Design Space Exploration (DSE) simulator for binary neural network accelerator
View ProjectCultural Fit Analysis
The candidate's projects are highly focused on research-oriented machine learning and deep learning, particularly in Neural Architecture Search. This aligns well with a Data Scientist role that involves R&D or advanced model development. However, the lack of diverse project types (e.g., data engineering, MLOps, business intelligence) and limited information on collaborative work might indicate a narrower scope of experience for a general Data Scientist role. The candidate's current role as 'Data Scientist' at Singapore University of Technology and Design, although current, has a future start date (2026-06-29), which is unusual and suggests a potential data entry error or a future academic appointment rather than current industry experience.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric or English test results are available.