Personal details
Marcus L.
Based in: 🇸🇬 Singapore
Timezone: Singapore (UTC+8)
Summary
I'm a data scientist with a strong belief in proper software engineering and architecture. I'm fluent (self-taught!) in both Python and Scala, and have taught Python classes from the very basics. I believe in learning something new every day, and that you can always improve.
Work Experience
Lead Instructor
General Assembly | Dec 2019 - Present
Python
Node.js
PostgreSQL
Machine Learning
TypeScript
Data Science
JavaScript
• Teach an Intensive full-time 12-week course covering data gathering, statistics, data analysis and machine learning, with a focus on business applicability and practical skills
• Plan and conduct high-quality lessons on varied topics such as data visualisation, A/B testing, web scraping, databases, and neural networks
• Work closely with Student Experience and Outcomes (Career Coaching) executives to provide a well-rounded educational experience
• Supervise a team of instructional associates and graduate mentors, focusing on their personal and technical growth
• Conduct weekly review
Associate Data Scientist
Eureka AI | Dec 2018 - Aug 2019
Python
Scala
NumPy
Matplotlib
Pandas
Apache Spark
Statistical modelling, machine learning and software engineering in Python and Spark, working with both big (Spark) and not-so-big data (pandas and sklearn).