Summary
Overview
Work History
Education
Skills
Languages
Timeline
Generic

Huan Wu

Sydney,NSW

Summary

Proactive AI Developer with a record in independently developing AI systems and software. Optimistic and ambitious in nature, enjoys challenges, and upholds strong professional ethics. Considered to be excellent in learning habits, quick to adopt new skills, and has a keen interest in exploring innovative technologies.

Overview

Work History

AI Developer

UNSW, IT Project A, COMP9900
05.2024 - 08.2024
  • UI and User Guide Design: Designed the UI and user guides, achieving a highly user-friendly frontend.
  • Video Input Handling: The project accepts user-uploaded RGB videos from various angles, processes camera intrinsic parameters and distortion parameters, and completes camera calibration.
  • Frame Extraction and Processing: Performed frame extraction and subsequent frame processing.
  • Feature Point Extraction: Utilized the BlazePose model for extracting feature points from the video frames.
  • 3D Reconstruction: Applied a model from "A simple yet effective baseline for 3d human pose estimation" presented at ICCV, 2017 for 3D reconstruction of the extracted feature points.

AI Developer

UNSW, Neural Network and Deep Learning, COMP9444
02.2024 - 05.2024
  • Model Comparison and Selection: Comparing traditional deep learning models with a personalized federated learning framework (pFedNPHN), and choosing a federated learning approach combined with Neural Process Networks (NPN) and Hypernetworks.
  • Data Processing: Data normalization and other data augmentation techniques were used to process the data.
  • Building a Privacy-Protected Classification Model: A privacy-protected classification model was constructed using federated learning combined with Neural Process Networks (NPN) and Hypernetworks.
  • Model Parameter Generation and Training: Client-specific parameters were generated using Hypernetworks, facilitating secure and efficient federated learning without data sharing.

Education

Master of Science - Information Technology

University of New South Wales
Sydney, NSW
01-2025

Bachelor of Science - Computer Science

Southwest Jiaotong University
Chengdu, China
07-2021

Bachelor of Science - Computer Science

University of Leeds
Leeds, UK
07-2021

Skills

  • TensorFlow Framework(Machine Learning and Deep Learning)
  • PyTorch Framework(Machine Learning and Deep Learning)
  • C Development(Development)
  • Rust Development(Development)
  • JAVA Development(Development)
  • TypeScript (React)(Development)

Languages

English
Chinese (Mandarin)

Timeline

AI Developer

UNSW, IT Project A, COMP9900
05.2024 - 08.2024

AI Developer

UNSW, Neural Network and Deep Learning, COMP9444
02.2024 - 05.2024

Master of Science - Information Technology

University of New South Wales

Bachelor of Science - Computer Science

Southwest Jiaotong University

Bachelor of Science - Computer Science

University of Leeds

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Huan Wu