Isaac Huang Email and Phone Number
Experienced Data Scientist with a diverse background spanning Australia and Taiwan. Proficient in Machine Learning, Speech and Image Recognition, and Model Fine-tuning, driven by a passion for continuous learning and technological innovation. Holds a Master's in IT from the UWA with a focus on Data Science and Information Technology. Distinguished for analytical thinking and an innovative mindset in addressing complex challenges.
East Metropolitan Health Service
View- Website:
- nmhs.health.wa.gov.au
- Employees:
- 1201
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Data ScientistEast Metropolitan Health ServicePerth, Wa, Au -
Data ScientistEast Metropolitan Health Service Apr 2024 - PresentPerth, Western Australia, Australia -
Graduate Data ScientistEast Metropolitan Health Service Jan 2024 - Apr 2024Perth, Western Australia, Australia -
Graduate Data ScientistDepartment Of The Premier And Cabinet Of Wa Feb 2023 - Jan 2024Perth, Western Australia, AustraliaProject 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. -
Iot Data Analyst InternRoborigger Sep 2022 - Jan 2023Perth, Western Australia, AustraliaProject: 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. -
Business Support OfficerBrookfield Asset Management Oct 2014 - Jul 2020Perth, Western Australia, AustraliaReceived 5-star client reviews for more than 1.5 years consecutively.Provided administrative support to ensure efficient operation within Strategic Partnerships -
Data Science Project OfficerNational Taiwan University Of Science And Technology Jul 2011 - Jul 2012Taipei 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. -
Mathematics TeacherPhilippine Buddhacare Academy May 2009 - May 2010Manila, National Capital Region, Philippines
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It Support TechnicianDafeng Primary School Apr 2008 - Mar 2009Taipei City, TaiwanDetermined the best solution based on the issue and details given by school staff
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Microsoft Office TeacherCentral Region Children'S Home Jun 2006 - May 2007TaiwanTaught Microsoft Office with various teaching strategies that encourage student participation
Isaac Huang Education Details
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It & Data Science -
Data Science & Machine Learning -
Applied Mathematics
Frequently Asked Questions about Isaac Huang
What company does Isaac Huang work for?
Isaac Huang works for East Metropolitan Health Service
What is Isaac Huang's role at the current company?
Isaac Huang's current role is Data Scientist.
What schools did Isaac Huang attend?
Isaac Huang attended The University Of Western Australia, National Taiwan University Of Science And Technology, National Chung Hsing University.
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Isaac Huang
Melbourne, Vic -
Isaac Huang
Greater Melbourne Area1thegoodguys.com.au -
Isaac Huang
Perth, Wa -
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