Ørsted

Works on numerical modelling problems in the high voltage cable design subdomain for offshore engineering use cases in the green energy sector. Then wraps those models into web applications.
Tech stack: 
1. Backend: FastAPI (Python)
2. Frontend: Angular (Typescript, HTML, CSS)
3. Version control: Azure DevOps
4. CI/CD: Azure Pipelines
5. App deployment: Docker, AKS
6. AuthN/AuthZ: Azure AD with MSAL

Full Stack Software Engineer, Numerical Modelling

Freelancer

Projects:
1. Managed and developed a data dashboard for traffic monitoring (Client: A highway company)
2. Consulted and improved data management and dashboard for monthly reporting (Client: A department in a financial company)

Freelance Data Science Consultant & Developer

GitHub

Dropping comments occasionally for helping people in various open source projects.
1. ipywidgets: https://github.com/jupyter-widgets/ipywidgets/issues/3445#issuecomment-1179754147
2. facebookresearch: https://github.com/facebookresearch/SentEval/pull/87#issuecomment-1199618367
3. dash-core-components: https://github.com/plotly/dash-core-components/issues/922#issuecomment-1221266927

Open Source Contributor

Xpress.ai

Extending Xircuits, a Jupyterlab-based visual programming toolkit, to perform robotic process automation.
Tech stack: Python, rpa

Link: 
https://github.com/yuenherny/xai-rpa
https://github.com/XpressAI/xircuits

Open Source Developer

University of Malaya

Appointed as an industrial fellow of Faculty of Computer Science and Information Technology, Universiti Malaya, for the elective course of AI for Everyone.

ELITE@UM Fellow

Skymind

Subsidiary company: https://www.xpress.ai/

What I do:
1. Conduct AI research and experiments for NPI (search & recommendation)
2. Market research and competitor analysis for NPI
3. Proof-of-concept and demo development for NPI (search & recommendation)
4. Code writing and review (GitHub)
5. Documentation writing and review
6. API integration test
7. Scrum master
8. RPA features development for visual programming toolkit (Xircuits)

Data scientist / Research Engineer, NLP

Subsidiary company: https://skymind.education/

Things I did:
1. Lead end to end course and content planning, development and curation:
- Data analytics with MS Excel and Power BI
- Low-code AI deployment
- Python and Java programming
2. Data/AI product/project development (planning, managing and delivery)
- Skills profiling tool
- Model performance evaluation web app
3. AI upskilling and training initiatives:
- Managed 3 national AI training and upskilling programs end to end - Deep Learning Certification for Majlis Amanah Rakyat (MARA), Ministry of Higher Education (MOHE) PENJANA (USM and UM)
- Analyzed certification results and proposed training interventions, resulting in 5-fold increase in passing rate
- Led marketing campaign to promote mass upskilling offerings, resulting in 6-fold increase in revenue
4. AI training and coaching for upskilling:
- Trained and coached 60 fresh graduates in AI (machine learning and deep learning in computer vision)
- Trained and coached public participants in data analytics (MS Excel), data science (Python) and low-code AI tool (Skymind CreatorSuite.AI)
5. Industry lecturer / panel for universities
- Co-lecturing for UM AI for Everyone
- Co-lecturing for USM Makers@USM, AI Literacy and Data Science Literacy
- Co-lecturing for UTM Deep Learning and Intelligent Vision System
- Evaluated final research project for UiTM Master's students
6. Partnership and business development for product and training:
- Lead engagements on product-related partnerships
- Managed university stakeholders related to curriculum, content and training
7. Document translation, proofreading and review:
- Translated and reviewed official letters from English to Malay and vice versa
- Translated and reviewed marketing copywriting from Mandarin to English / Malay and vice versa

Senior AI Content Specialist & Lead Trainer

Subsidiary company: https://skymind.education/

1. Curation and development of fundamental, intermediate and advanced learning content(s), assessment material(s), teaching tools and practical use cases for AI training programs and LMS as well as to produce and maintain detailed and accurate key content and project documentation.
2. Support the evolution of AI learning requirements, working with any relevant teams to ensure effective delivery of training.
3. Ensure content relevancy through regular content research/evaluation, analysis of industry best practices as well as the latest technology and industry trends and correspondingly, update the learning content and assessment material(s) as and when required.
4. Analysis of feedback and propose suggestions for improvement in order to ensure the delivery of high impact training that maximizes learner participation, comprehension and application.
5. Engage in strategic alliances and networking activities with key internal and external stakeholders that would help benefit the learning development of AI talents.
6. Maintain high standards of client service through effective communication and timely response.

AI Content Specialist & Trainer

Universiti Teknologi PETRONAS

Research Project: Numerical modelling and simulation of ocean wave energy using MATLAB
1. Code development in MATLAB for validation and application of simulation method.
2. Perform continuous code optimisation and debugging.
3. Designed and developed a Windows executable-based MATLAB GUI for simulation code using MATLAB AppDesigner.
4. Take charge in technical writing and documentation for journal submission.
5. Appointed corresponding author in charged of journal article writing and submission.

Research Assistant + Corresponding Author

Forest City - Country Garden Pacificview

Involved in two construction projects, I performed the following responsibilities during my internship:

1. Perform daily building inspection on construction defects.
2. Keep project manager informed with daily update of construction work progress using Excel.
3. Analyse the productivity of workers using Excel to estimate work completion date.
4. Liaise with contractors on work progress and defects.
5. Coordinate workflow between sub-contractors.
6. Act as communication intermediary between manager (Chinese-speaking) and workers/contractors (Malay-speaking).

Intern - Project Management

TDK - Lambda

A factory focused on manufacturing high voltage power supply modules for various applications from medical devices to heavy machinery. 

Key responsibilities
1. Technical support for production lines including periodic maintenance of equipment and improvement of manufacturing process.
2. Fabrication of new production line, from dismantling old furniture, collecting reusable parts, fabricating new furniture, and equip the new production line with sufficient tools.
3. Recycling solder chips into reusable solder ingots and comprehensive solder ingot record keeping.

Intern - Engineering

Currently:
- Full Stack Software Engineer at Ørsted
- Master's student at Universiti Malaya, working on my final year data science project. Stay tuned!
- Answering StackOverflow questions during my free time

Formerly:
- Co-lead of Team Robocon UTHM

What I am up to:
- Consulting SMEs on data science and AI
- Working on interesting data science and AI projects
- Love reading & writing about science & tech
- 3D printing and 3D modelling enthusiast on the side

Check out what I am up to (in AI, ML and data science) here: https://github.com/yuenherny

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