- Helped with integration of cell type marker genes from public databases into the lab's scRNA-Seq workflow- Performed exploratory data analysis (EDA) on the databases- Standardised the databases by ensuring only HGNC- and MGI- approved genes are used- Ensure that each entry has a proper cell type name and their corresponding Cell Ontology ID- Performed some data manipulation with R language (using Tidyverse packages)

- Intern at Centre for Biomedical Informatics- BLAST command line, Biopython, Pandas, NumPy

- Student Intern at Diagnostic Bacteriology and Immunology & Serology laboratory.- Performed blood, urine and stool culture to identify and isolate etiological agents that caused infections in patients. - Performed antibiotic sensitivity test to identify the antibiotic that is effective against the bacterial present in the sample.- Performed major project in Diagnostic Bacteriology. Whole genome sequencing was used investigate the outbreak of Pseudomonas aeruginosa in Singapore… Show more - Student Intern at Diagnostic Bacteriology and Immunology & Serology laboratory.- Performed blood, urine and stool culture to identify and isolate etiological agents that caused infections in patients. - Performed antibiotic sensitivity test to identify the antibiotic that is effective against the bacterial present in the sample.- Performed major project in Diagnostic Bacteriology. Whole genome sequencing was used investigate the outbreak of Pseudomonas aeruginosa in Singapore General Hospital's wards. Show less