Isaac Huang

Isaac Huang Email and Phone Number

Perth, WA, AU
Isaac Huang's Location
Greater Perth Area, Australia
About Isaac Huang

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.

Isaac Huang's Current Company Details
East Metropolitan Health Service

East Metropolitan Health Service

View
Data Scientist
Perth, WA, AU
Employees:
1201
Isaac Huang Work Experience Details
  • East Metropolitan Health Service
    Data Scientist
    East Metropolitan Health Service
    Perth, Wa, Au
  • East Metropolitan Health Service
    Data Scientist
    East Metropolitan Health Service Apr 2024 - Present
    Perth, Western Australia, Australia
  • East Metropolitan Health Service
    Graduate Data Scientist
    East Metropolitan Health Service Jan 2024 - Apr 2024
    Perth, Western Australia, Australia
  • Department Of The Premier And Cabinet Of Wa
    Graduate Data Scientist
    Department Of The Premier And Cabinet Of Wa Feb 2023 - Jan 2024
    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.
  • Roborigger
    Iot Data Analyst Intern
    Roborigger Sep 2022 - Jan 2023
    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.
  • Brookfield Asset Management
    Business Support Officer
    Brookfield Asset Management Oct 2014 - Jul 2020
    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
  • National Taiwan University Of Science And Technology
    Data Science Project Officer
    National Taiwan University Of Science And Technology Jul 2011 - Jul 2012
    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.
  • Philippine Buddhacare Academy
    Mathematics Teacher
    Philippine Buddhacare Academy May 2009 - May 2010
    Manila, National Capital Region, Philippines
  • Dafeng Primary School
    It Support Technician
    Dafeng Primary School Apr 2008 - Mar 2009
    Taipei City, Taiwan
    Determined the best solution based on the issue and details given by school staff
  • Central Region Children'S Home
    Microsoft Office Teacher
    Central Region Children'S Home Jun 2006 - May 2007
    Taiwan
    Taught Microsoft Office with various teaching strategies that encourage student participation

Isaac Huang Education Details

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.

Not the Isaac Huang you were looking for?

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.