1) Graduated from Ngee Ann Poly with Diploma in Information Technology.
2) Graduated from PSB Academy with Bachelor in IT (Major in Software Development & SQL)
3) Taken part in several Linux / Opensource events in Singapore and was a member of Linux Users Group of Singapore.
4) Obtained several IT certificates such as OCA , CCNA , SAS etc
5) Attended self-funded Machine Learning course in Singapore Poly and learned basic ML techniques and RapidMiner software.
6) Published Oracle Database book , Concise Oracle Database For People With No Time , on Amazon.
7) Published a fictional book , Second You , on Amazon.