Lukas Wiku

Experience

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  Universitas Gadjah Mada (UGM)

  Jul 2018 - Dec 2019

  Laboratory Assistant

  Practiced tutoring and teaching for students who took the corresponding courses, once or twice a week. My work includes planning and creating teaching materials for one semester, grading, and preparing for the laboratory exam.

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  Universitas Gadjah Mada (UGM)

  Oct 2020 - Jun 2021

  Technical Staff of the Irrigation Modernization Project

  - Designed, coded, assembled and optimized Automatic Weather Station (AWS) and Automatic Water Level Recording (AWLR) devices- Developed water level monitoring system based on surveillance IR camera and computer vision technology- Developed IoT system for agricultural data reading and cloud-based data storage and visualization

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  PT Javan Cipta Solusi

  Jun 2021 - Jan 2022

  Python Engineer

  - Designed and developed a web application for employee monitoring which solved company issues such as delayed project completion, and imbalanced task assigning thus improving the overall company productivity - Exposure to Agile/scrum development process- Developed language model (LM) and apply machine learning algorithm for employee profiling based on their task completion - Developed productivity application for designer called “Iconhub”, which has been used by more than 20k users

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  Kangwon National University

  Mar 2022 - Aug 2024

  Graduate Research Assistant

  Key accomplishments:- Developed, trained, and deployed novel convolutional neural network (CNN) models for plant disease detection which achieved more than 90% accuracy- Conducted numerous experiments involving data augmentation and model fine-tuning to achieve the best model performance- Developed and automated scalable big data of hyperspectral image datasets for deep learning training pipeline- Developed image segment generator and labelling software for large-scale hyperspectral images- Performed statistical analysis to derive insights for abnormal crops based on complex spectrum data- Implemented numerous computer vision and machine learning algorithms for modelling of various datasets that results in more than 4 publications Show less

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  Supertype

  Nov 2024 - now

  Data Scientist