Yit Hong Wong

Skills

CAPABILITY: DL_INFRA

Model Engineering

SOTA FOCUS

PyTorch & DETR 95% Conf.

Integration: Implemented Asymmetric Dual-Backbones in CRI-DETR to solve thermal crossover and misalignment in multispectral fusion.

TensorFlow Certified

Integration: Certified Developer; highest scoring proficiency in building and evaluating deep neural network performance across CV tasks.

CAPABILITY: PERCEPTION_LOGIC

Detection & Tracking

REAL-TIME

YOLO Architecture 92% Conf.

Integration: Enhanced YOLOv11 for maritime search; added shallow detection heads & convolutional attention to improve recall by 12%.

DeepSORT / Tracking 88% Conf.

Integration: Integrated with YOLOv7 for drone tracking, reaching 94% MOTA with sub-3ms latency for real-time UAV feedback.

Project Experience

ENTITY: MARITIME_v11

SEA CLUTTER FIX

Tiny Person Detection

Optimized UAV onboard perception for maritime search. Deployed on Huawei Ascend hardware with synchronized flight-control data.

YOLOv11 Flask

ENTITY: DRONE_TRACK_v7

94% mAP

UAV Drone Detection

Full-stack detection system using YOLOv7. Curated drone datasets via manual LabelMe curation to ensure high MOTA performance.

DeepSORT CV2

ENTITY: FUSION_SOTA

6x SPEEDUP

CRI-DETR Multispectral

Novel dual-backbone architecture designed for multispectral sensor misalignment correction in high-speed edge deployment.

Cross-Attention IR/RGB

Work Experience

CONTEXT: INDUSTRIAL_ENG

V.S. Industry Berhad

Junior Engineer | Johor, Malaysia

FEB 2024 — JUL 2024

Built Power BI dashboards for defect rate monitoring, saving 4+ hours of daily data processing.
Unified cross-team product Excel templates to standardize end-to-end data fidelity.
Spearheaded Solomon ERP implementation and workflow training for the production team.

Education

NODE: GRADUATE_STUDIES

Shanghai Jiao Tong University

School of Automation and Intelligent Sensing

2024 — Present

M.Eng in Control Science & Engineering

GPA: 3.43 / 4.00 | CSC Scholarship (Type A)

HONOR

1st Prize, 2025 AI "揭榜挂帅" Competition National Final.

NODE: UNDERGRAD_STUDIES

Fudan University

School of Aeronautical and Astronautics

2019 — 2023

B.Eng in Flight Vehicle Design and Engineering

Class Rank: Top 25%

AWARD

Most Improved Student in junior year.

NODE: HIGH_SCHOOL

Foon Yew High School 宽柔中学

High School Diploma

2013 — 2018

Chairman of Electrical Society (2016-2018)