Data Engineer, FDM Group @ HK
2022 — present
Data Engineer trainee.
Hi I am Clive LO
An AI enthusiast with a Psychology background from Hong Kong. My goal is to integrate AI with human psychology to create technology that improves people’s quality of life.
Take a look at my projects and my psychology- and coding-related blogs! Feel free to bookmark this website if you are interested in what I do! Cheers!
Download my CV HERE.
Python
95%
Java
75%
MySQL
65%
MATLAB
60%
R
55%
Javascript
30%
Psychology
100%
Academic Research
100%
Data Analysis
90%
Artificial Intelligence
80%
Neuroscience
75%
Unix
60%
Data Engineer trainee.
My thesis was on how individual preference of touch velocity pleasantness is manifested in neural activity. I collected electroencephalogram (EEG) data and analyzed them on MATLAB with the EEGLAB plugin. I employed k-means clustering to find out subjective preference patterns and classify their neural manifestation using SVM. I also took on teaching assistant duties every semester, my duties include teaching tutorials, grading assignments and exams, and responding to students' inquires.
I assisted in research projects investigating the properties of affectionate physical touch and rhythmic neural entrainment of social perception. My tasks involved data collection, substantial data analysis, and lab maintenance. I had ample experience in processing audio and video data in Python (OpenCV, Librosa, SciPy) and MATLAB. I had major involvement in organizing, pre-processing, and analyzing data from a 3D motion tracking device in Python by building an application named MPAL. I utilized supervised machine learning models in an attempt to categorize trajectory patterns of motion data; models were built using Scikit-learn in Python. I was also responsible for creating a Linux server in the lab for backing up our sensitive data.
I assisted in two research projects regarding game-based treatment efficacy in improving children’s working memory and attention. Participants of interest were children with special educational needs and preemies. My tasks involved providing assessment to children pre- and post- treatment, literature reviews, data analysis, and writing training manuals. I built a simple application with a GUI in Java for ease of data entry and calculation.
I completed my final year project with a research in the field of cognitive psychology. The experiment was built using E-Prime. I completed literature reviews, data collection and analysis, and paper write-up in the span of one academic year. I also completed a half-year practicum as a teaching assistant in a special-needs early education centre named Watchdog. At the end of my study, I was the undergraduate representative of our university's Psychology degree programme review.
I graduated with a degree with distinction.