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Work Background
Universitas Gadjah MadaPhD Student
Sep. 2020 - Jul. 2024IndonesiaI am working on Structural Bioinformatics research, specifically creating AI model to perform protein secondary structure prediction. Our publications: Protein Secondary Structure Prediction: Pre and Post AlphaFold https://www.sciencedirect.com/science/article/pii/S2001037022005062 Self-attention and asymmetric multi-layer perceptron-gated recurrent unit blocks for protein secondary structure prediction https://www.sciencedirect.com/science/article/abs/pii/S1568494624003788
Universitas Ahmad DahlanFaculty Member
Aug. 2015Yogyakarta, IndonesiaTeaching: Designing the materials and conducting several subjects including Machine Learning, Data Science and Basic Programming. Writing labwork manuals for those subjects and supervising student activities in lab. Also supervising final year students on their final year projects. Research: Performing research activity on Automatic Text Summarization using Machine Learning, Protein Structure Prediction using Deep Learning
Sekolah Vokasi Gadjah Mada UniversityLecturer
Mar. 2015 - Jul. 2015Yogyakarta Area, Yogyakarta, IndonesiaConducting Discrete Mathematic lecture and supervising various lab activities
self employedData Scientist Freelancer
Jan. 2015Yogyakarta, IndonesiaI carried out several data mining/data science/machine learning projects. It includes predictive analysis, data clustering, etc. I usually used python as well as matlab for the projects. Tools : Matlab, Python (Anaconda, Scikit Learn, Jupyter Notebook)
QiscusAndroid Application Developer
Jan. 2013 - Jun. 2013SingaporeDevelop android application (client side application) Technology involved : Java, Android, XML, JSON
Thales Cyber and DigitalR&D Software Engineer
Jan. 2008 - Oct. 2011SingaporeUnder the telecom business unit which mainly deal with SIM card business o Java Application Developer Designing, developing, debugging, and maintaining java applications for smartcard, Reviewing standard compliancy of the applications Proposing patentable ideas especially in smartcard technology Technology : Java, Javacard, Java SE, Eclipse, Ant-debugger o SIM Card Validation Engineer Designing, developing, executing test campaign to validate smartcard applications Writing test plans, writing test specifications, writing test results Bugs/Defect tracking Performing regression test campaign Technology: C/C++, Visual Basic, XML, Microsoft.NET o NFC - Mobile Payment Application Validation Engineer Designing, developing, executing test campaign to validate Mobile Payment application Designing, developing, executing test campaign to validate smartcard applications Writing test plans, writing test specifications, writing test results Bugs/Defect tracking Performing regression test campaign Reviewing Mobile Payment standard compliancy of the applications Technology: C/C++, Visual Basic, XML, Microsoft.NET
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