Shawn Ng
- shawn.ng.t.q@gmail.com
- shawnngtq.com
- Singapore
I am a Data and Software Engineer with domain knowledge in PropTech, RegTech and FinTech (payments). From system engineering to data engineering, I am able to deliver end-to-end data product. My speciality is building data infrastructure that powers the organization's analytics capabilities, which enables data scientists and analysts to be more effective in their functions. In addition, working at startup presented me with opportunities to lead projects that require integration of software from the software engineering team and business logic from the data team.
Work Experiences
Data Engineer
Urbanzoom is a high tech startup that utilizes artificial intelligence to value real estate properties and match homeowners or owners-to-be to the ideal real estate agent
- Managed data infrastructure (AWS, GCP), pipeline (Airflow), modeling (Scikit-learn, XGBoost) and production codebases (Django, Rails, Express)
- Scraped, analyzed, cleansed, transformed and integrated all structured and unstructured data sources
- Developed, benchmarked and deployed production ML models and APIs using spatial temporal data
- Collaborated with software engineers to develop user friendly data product
Data Scientist
Series A; Regtech company that uses big data analytics and cutting edge technology to revolutionise the way companies protect themselves from criminals, terrorists and money launderers
- Completed 3 proof of concept (Docker, Bash, SQL, Jupyter, Python, Pandas, PySpark) with top financial institutes, 1 leading to contract agreement for production
- Installed, tested and provided product (Bash, Java, Spring, Groovy) diagnosis while deploying software into Standard Chartered Bank production for global roll-out
- Designed and applied NLP (Textblob, SpaCy) & regex methods on text for feature extraction, leading to smarter ML software
- Designed classifiers (Scikit-learn) to identify outliers, leading to 100% recall
Software Engineer Intern
Y-Combinator S14 fintech startup that makes it easy for users to spend digital currencies such as bitcoin
Software Engineer Intern
Series B; APAC fastest growing last-mile delivery startup in the logistic space
Intern
World's largest accelerator for FinTech startups
Data Analytics Intern
Series A; Asia’s Premier Lunch Dating Company
Data Analytics Intern
World leading provider of document and knowledge management solutions