Research Experience
Bioinformatics Predoctoral Researcher
The Sainsbury Laboratory
I developed Deep Learning models (Fully Connected Dense, Convolutional, Recurrent-LSTM, and/or combination among these architectures) using protein sequence data to solve two different problems: determining protein sub-cellular location, and predicting effector protein.
Computational and Mathematical Biology Intern
Centre de Recerca Matemàtica
During this internship, I completed my Master’s Thesis in constructing ODEs models for the dynamics of multipartite viruses inside a cell host and within a host, as well as conducting a stochastics simulation, for instance using Gillespie’s algorithm.
Modeling Camp Week Participant
Universität Hamburg
During the second week of June 2017, I joined a modeling camp at Universität Hamburg. In this seminar, I worked with my team to solve real world problems by constructing a mathematical model in biology. Our project was Mathematical Modeling of Aqueous Humor.
Work Experience
Data Scientist
IDX Partners
I had tasks to construct statistical and mathematical models using SPSS, SAS, and R, then presented the results to clients. Beside that, some of my tasks included:
- Data exploration from multiple disparate sources.
- Business intelligence reporting.
- Experimental design.
- Data mining with SQL.
Internship in HR and Logistics Department
State Electricity Company (PLN Indonesia)
Teaching Experience
Mathematics Teacher
Pro Education Bali
I taught mathematics and science to international students ranging from Elementary School to Senior High School with several different curricula who mostly had learning disabilities.
- Gave them exercises and exams and discuss the exercises.
- Met parents to discuss about their children’s progress.
Senior High School Mathematics Olympiad Preparation’s Tutor
Science and Mathematics Faculty, SWCU
- Helped the students with Number Theory, Combinatorics, and Geometry.
- Gave the students exercises.
- Discussed the exercises.
Teaching Assistant
Science and Mathematics Faculty, SWCU
Taught Mathematical Modeling and Numerical Methods to Mathematics Department students.
- Taught and gave tutorials about how to use MATLAB.
- Made and marked assignments and final exams.
- Calculated students' final grades.
Teaching Assistant
Health Faculty, SWCU
Taught Nursing and Pharmacology Math to Health Faculty students.
- Made and marked assignments and final exams.
- Calculated students' final grades.
Mathematics Private Tutor
- Prepared the material.
- Taught elementary school students to university students about the material.
- Gave them exercises and exams.