Isaac Huang Email & Phone Number

Perth, Wa, Au

Perth, Western Australia, Australia

Perth, Western Australia, Australia

Perth, Western Australia, Australia

Project 1: Real-Time Speech Transcription with GenAI for Health System • Conceptualised and executed a real-time speech transcription and translation system, leveraging large language models and embedding models.• Demonstrated a proof-of-concept prototype with summaries, emotion detection, and ICD code generation, offering substantial time savings for medical staff.• Pioneered real-time translation, transcription and patient data analysis to improve triage decision-making.• Collaborated effectively within a diverse Royal Perth Hospital team, fostering innovation and future research opportunities.Project 2: Data Linkage and Data Ingestion for PeopleWA• Addressed data security concerns by creating a synthetic database for testing and demonstration purposes.• Smoothly transferred generated data to a PostgreSQL database on AWS.• Engineered custom data extraction processes tailored to applicant requirements, with a strong emphasis on protecting privacy through encryption and linkage keys.Project 3: In-house Automated Number Plate Recognition (ANPR) System• Unveiled OCR models for number plate reading with a noteworthy Character Error Rate (CER) less than 1/5 of the current system, potentially leading to multimillion-dollar savings annually.• Executed quantization, reducing the OCR model size from 181mb to 7.5mb while maintaining an impressive accuracy of 99.23%.• Crafted an optimised YOLO model, ensuring precise number plate detection even in challenging lighting conditions.• Utilised the Autodistill library to automate and streamline the data labelling processes.

Perth, Western Australia, Australia

Project: IoT Remote Machine Management with Data Analysis• Leveraged IoT data analytics to extract actionable insights, delivering monthly reports that empower clients with data-driven decision-making and process optimisation capabilities.• Developed a cost-effective, open-source Remote Machine Management Server on AWS, enabling remote control access and real-time application status monitoring to overcome operational challenges.

Perth, Western Australia, Australia

Received 5-star client reviews for more than 1.5 years consecutively.Provided administrative support to ensure efficient operation within Strategic Partnerships

Taipei City, Taiwan

• Delivered technology strategy planning aligned with the project• Developed and implemented technical efforts to design, build and deploy Linux servers.• Collaborated with Trend Micro to build and deploy sandboxing technologies.• Demonstrated exceptional project presentation skills, effectively communicating technical concepts and progress to stakeholders.• Collected, explored and visualised data for implementing Machine Learning algorithms.• Executed and completed assigned tasks within the time, scope and budget.

Manila, National Capital Region, Philippines

Taipei City, Taiwan

Determined the best solution based on the issue and details given by school staff

Taiwan

Taught Microsoft Office with various teaching strategies that encourage student participation

Master'S Degree, It & Data Science

Master'S Degree, Data Science & Machine Learning

Bachelor Of Science - Bs, Applied Mathematics