CV
Education
- PhD in Mechanical Engineering (Uncertainty quantification methods in AI for mechanical engineering problems), KU Leuven, Feb 2023 - Now
- M.Sc. in Aerospace Engineering, Institut Teknologi Bandung, Aug 2018 - Jan 2020
- B.Sc. in Aerospace Engineering, Institut Teknologi Bandung, Aug 2014 - Jun 2018
Work experience
- Feb 2023 - Now: PhD Student
- Working on Epistemic uncertainty in AI project link
- PhD topic: Uncertainty quantification methods in AI for mechanical engineering problems. Supervised by Prof. David Moens, Prof. Hans Hallez and Dr. Keivan Shariatmadar.
- Aug 2021 - Nov 2022: Data Scientist
- Valiance
- Duties Included:
- Analyzed, processed, and cleaned complex data sets using advanced data wrangling, visualization and analytic methods.
- Conduct an intensive research to solve complex problems.
- Build text information extraction models for knowledge graph such as:
- Entity coreference resolution.
- Graph construction from documents.
- Graph completion model.
- Defining a Standard Operation Procedure for Data Modeling in the company to make the modeling process faster.
- Pitch proposed solutions to our clients.
- Collaborate with MLOps and Software Engineer to deploy an end-to-end system.
- Jan 2021 - Aug 2021: Head of Product
- Pacmann AI
- Duties Included:
- Initiate the first product team in the company.
- Lead the product team to develop and improve our Data Science training quality.
- Implement experiments for our product features, that includes initiate some new features such as project lab and career coaching.
- Helps the company to grow the product team.
- Jul 2020 - Jan 2021: Data Science Course Manager
- Pacmann AI
- Duties Included:
- Develop Data Science course curriculum for beginner and career-switcher. 10/10 students love the curriculum structure.
- Implemented experiments to find the optimum curriculum.
- Performs QC on Data Science course materials such as: Python, Calculus, Probability, Econometrics, Intro to ML, Data Wrangling, etc.
- Initialize the product conceptual design, create business processes and SOPs.
- Being one of the first hires, I helped the company to build a product team.
- Aug 2018 - Jun 2020: Research Assistant
- Institut Teknologi Bandung
- Duties included:
- Build and develop optimization and uncertainty analysis framework based on Machine Learning algorithm using Python for collaborative research with Tohoku University.
- Prepare manuscript for journal and conference publications.
- Helps undergraduate and graduate students in conducting researches
- Supervisor: Lavi Rizki Zuhal, Ph.D and Pramudita Satria Palar, Ph.D
- Jan 2019 - Jul 2019: Part-time Front End Developer
- Waviv Technology
- Duties included:
- Build and develop web app interface using Vue.JS.
- Developed websites compatible with multiple browsers.
- Consulted with customers to gather requirements and discuss design choices
- May 2017 - Jul 2017: CFD Analyst Intern
- Gexcon Indonesia
- Duties included:
- Code development for gas detector layout optimization.
- Heat transfer analysis inside an incinerator using CFD.
Skills
- Scientific Computing (Python, Matlab)
- LaTeX
- SQL
- Machine Learning Frameworks(TensorFlow, PyTorch)
- Basic Web Development
- Computational physics (CFD, FEA)
Publications
Course certificates
- Course Certificate: Machine Learning by Stanford University on Coursera. Certificate earned at Thursday, April 25, 2019.
- Course Certificate: Python 3 Programming by University of Michigan on Coursera. Certificate earned at August 4, 2019.
- Course Certificate: Deep Learning Specialization by deeplearning.ai on Coursera. Certificate earned at January 28, 2020.
Organization and leadership
- 2014 - 2017: Aksantara ITB
- Head of design division, coordinated a team of 10 member to design three UAVs for different purposes.
- Earned best design awards in kontes robot terbang Indonesia (KRTI) 2016 and 2017.
