Hongbo
Hi, this is Hongbo Wei. Welcome to my portfolio website.
Hongbo Wei
Sep 2023 - Nov 2023
• Key Modules: AI programming; Artificial Intelligence and Machine Learning; Computer Systems; Current Topics in AI and ML; Data Structures, Algorithms and Databases; Software Workshop.
• Alibaba Cloud X RTA AI Hackathon, DubAI Student Challenge, UI/UX Design Hackathon.
• Executive Team Member and Postgraduate Representative of the UoBD ACM Chapter; Member of the UoBD Computing Club; PG Student Representative of the UoB School of Computer Science; Student Representative of the UoB School of Computer Science.
Sep 2012 - Jul 2016
• Head of the Organisation Department at the Chinese Students and Scholars Association; Boxer of the UoN Boxing Team; President of the UNNC Boxing Club.
• Represented the university as an amateur boxer and fought in British Universities & Colleges Sport (BUCS).
Feb 2024 - Present
Jan 2024 - April 2024
Independently developed and deployed a speech-based NLP application for healthcare scenarios.
• Built an end-to-end voice pipeline using OpenAI Whisper for ASR and Pyannote for speaker diarization.
• Achieved 8.3% DER and 6.9% WER by optimizing each stage of the audio processing workflow.
• Deployed the system on AWS SageMaker, RDS, and S3, ensuring scalability and automated deployment.
Dec 2022 - Aug 2023
Led the development of a certification data visualization system to support international compliance reporting.
• Developed a full-stack data visualization system using Django for the backend and a classic web stack (HTML, CSS, JavaScript, jQuery) for the frontend.
• Crawled and structured 4,000+ entries from four countries using BeautifulSoup, Pandas, and managed them in MySQL.
• Automated data updates using Crontab, and created dynamic visualizations with Apache ECharts.
Jun 2024 - Jun 2024
• Enhanced OpenVINO TensorFlow Frontend with support for the "MatrixInverse" operation in C++ & Python.
• Implemented the functionality collaboratively and submitted a pull request (PR #23881) reviewed and merged by an AI Frameworks Engineer & Technical Lead, Roman Kazantsev, at Intel Corporation.
Jul 2024 - Sep 2024
• Outreach and Admissions: Proactively engaged with prospective students, providing information and managing admissions paperwork.
• Campus Representation: Led campus tours and represented the university with a positive figure.
Jun 2024 - Jun 2024
• Sustainability Consulting: Led a team to develop energy-efficient building designs, creating a comprehensive business case and compelling presentation.
• Professionally crafted executive summaries, pitch scripts, and videos to engage stakeholders and meet sustainability regulations.
• Chinese (Native), English (Fluent), Russian (Elementary), Spanish (Elementary).
• C/C++, Python
• Django, REST API, Matplotlib, Numpy, OpenCV, Pandas, Pytorch, TensorFlow
• HTML, CSS, JavaScript, TypeScript, React, React Native
• SQL (MySQL, PostgreSQL, SQLite).
• AWS, Azure, Docker, Git.
• Flowchart, Git, Prompt Engineering, Pseudocode, Unified Modeling Language (UML).