Khoi. Nguyen Tiet Nguyen Email & Phone Number

Singapore

Hanoi, Hanoi, Vietnam

Learning how to solve problems and deal with the fact that I'm just a potato.

Learning how to convince people that my idea works (still learning).• Improving holistic scene understanding for robot navigation. • Working on constructing a temporal graph from multiple scene graphs.• Applied equivariant GNN to enhance scene graph generation from 3D point clouds, achieving better accuracy scores with fewer training steps.

Singapore

Surveyed adversarial attacks on object detection, and provided some observations.• Observation 1: Detections on smaller objects are more vulnerable to attack.• Observation 2: Transferred attacks show decreased effects on more recent detector architectures. • Observation 3: A diverse group of surrogate detectors increases the attack transferability.

Hanoi, Hanoi, Vietnam

Applied college knowledge for some tasks that potentially benefit 30M users with 600M query searches/month. First time experienced a dynamic product-based work environment. • Involved in building a multi-label intent classification pipeline from scratch. • Fine-tuned BERT to detect user intentions in shopping and traveling based on their search queries.• Applied EDA, clustering, and dimension reduction to analyze user segments and advertiser demands. • Presented a demo solution to measure marketing performance with causal machine learning.

Hanoi, Hanoi, Vietnam

Involved in a dev team to build a tool for external clients. First internship. Got to know how a big corp operates. Learned to communicate and understand customer's requests. • Developed a user-friendly data extraction tool based on customer requirements.• Processed and visualized internal data for management tracking.• Communicated with Japanese clients for progress tracking and software development.

Bachelor Of Science - Bs, Computer Science

High School Diploma, Math Honored Class