Summary
Overview
Work History
Education
Skills
Personal Information
Addresses
Certifications
Research Projects
Main Publications
Other Publications
Conference Presentations
Honours and Awards
Workauthorization
Additional Information
Timeline
Hi, I’m

Annisa Puspa Kirana

Researcher And University Lecturer
Malang
Annisa Puspa Kirana

Summary

Experienced researcher and lecturer specializing in remote sensing, machine learning, and geospatial analysis. Seeking a PhD in Bias Detection and Mitigation for Deep Learning in Vision-Based GeoAI. Adapts educational content to diverse student backgrounds for eight years. Skilled in spatial-temporal modeling and remote sensing data processing. Dedicated to advancing Earth Observation Science through innovative approaches to detect and mitigate biases in deep learning models for environmental monitoring and global climate impact assessments. Recognized for personable demeanor and strong work ethic. Committed to presenting research findings at scientific conferences, publishing in esteemed journals, and mentoring MSc students to foster a collaborative research environment.

Overview

2025
years of professional experience
23
years of post-secondary education
2
Languages

Work History

State Polytechnic of Malang

INFORMATION TECHNOLOGY LECTURER
8 2018 - Current

Job overview

  • Taught several courses related to Programming, Administration Database, Machine Learning, and Data Science
  • Supervised students’ capstone projects involving machine learning, spatio-temporal data analysis, and geographical information systems (GIS)
  • Managed a government-funded research laboratory focusing on environmental data analysis using remote sensing technologies and AI-driven prediction methodologies

State University of Malang

INFORMATION TECHNOLOGY LECTURER
04.2016 - 06.2018

Job overview

  • Evaluated student progress through regular assessments, providing detailed feedback for improvement and growth.
  • Created and designed quizzes, tests and projects to assess student knowledge.

Education

IPB University
Bogor

Master of Computer Science from COMPUTER SCIENCE
04.2001 - 11.2023

University Overview

  • Thesis Statement: Spatio-Temporal Clustering of Hotspots in Peatland's of Sumatra Using Poisson Clustering Process
  • 3.84 GPA

Skills

Teaching and Communication : Expertise in developing lectures, facilitating online discussions, and publishing academic work

Personal Information

Personal Information
  • Date of Birth: 01/23/89
  • Gender: Female
  • Nationality: Indonesian

Addresses

Addresses
  • Jl. Soekarno Hatta No.9, Malang, East Java, 65141, Indonesia, Work
  • Langestraat 11 7, Enschede, 7511HA, Netherlands, Home

Certifications

Certifications
  • Sertifikat Pendidik Issued by Kementerian Pendidikan dan Kebudayaan, 2023
    Credential ID: 23100502303740
  • Microsoft Certified Educator (MCE) Issued by Microsoft, 2022
    Credential ID: 994009256
  • IT Specialist - HTML and CSS Issued by Certiport, 2022
    Credential ID: 1a783eef-dc44-499a-92e6-c2a9012a4df4
  • Junior Web Developer Issued by Badan Nasional Sertifikasi Profesi (BNSP), 2021
    Credential ID: 84134 2500 0004303 2021
  • Administrating Database Issued by Badan Nasional Sertifikasi Profesi (BNSP), 2009
    Credential ID: 84134 2500 0001418 2019

Research Projects

Research Projects
  • Lead Researcher, Web GIS for Air Pollution Classification in Jabodetabek Funded by Indonesia Government Research Grant (DIPA), 2024 - Present
    Developed a web-based GIS to classify air pollution using decision tree algorithms, integrating machine learning for environmental monitoring. This work involves processing spatial and environmental data, relevant to bias detection in GeoAI.
  • Lead Researcher, Geospatial Analysis and Mapping of Natural Disasters in Situbondo Funded by Indonesia Government Research Grant (DIPA), 2023 - 2024
    Applied a Simple Additive Weighting (SAW) approach for disaster-prone area mapping using GIS and remote sensing. This geospatial analysis aligns with the research focus on bias in Earth Observation applications.
  • Lead Researcher, Spatial Modeling of Forest Fire Prone Areas in Malang Funded by Indonesia Government Research Grant (DIPA), 2022 - 2023
    Created predictive spatial models for forest fire risk using satellite data and GIS, incorporating environmental factors. This experience is relevant to evaluating bias impacts on prediction results in GeoAI.
  • Researcher, Development of a Web GIS-based Best Cycling Route Recommendation System in Batu Funded by Indonesia Government Research Grant (DIPA), 2021 - 2022
    Analyzed remote sensing data (MODIS) to evaluate drought conditions using Vegetation Health Index (VHI). Techniques in data analysis and modeling are applicable to detecting and mitigating biases in GeoAI datasets.
  • Lead Researcher, Spatial Distribution of Agricultural Drought in East Java Funded by Indonesia Government Research Grant (DIPA), 2019 - 2020
    Investigated agricultural drought using VHI from remote sensing data. Experience with spatio-temporal mapping and environmental data analysis supports the development of responsible GeoAI models.

Main Publications

Main Publications
  • 2023, Spatio-Temporal Pattern Analysis of Forest Fire in Malang based on Remote Sensing using K-Means Clustering, International Journal of Multidisciplinary: Applied Business and Education Research, https://ijmaberjournal.org/index.php/ijmaber/article/view/1053
  • 2023, Geospatial Analysis and Mapping of Natural Disasters in Situbondo, Indonesia: A Simple Additive Weighting (SAW) Approach, 8th International Conference on Electrical, Electronics and Information Engineering (ICEEIE), https://ieeexplore.ieee.org/abstract/document/10334889
  • 2023, Analysis of Agricultural Drought Monitoring Based on Vegetation Health Index in East Java Indonesia Using MODIS Satellite, BP International, http://journal.send2sub.com/id/eprint/2115/
  • 2022, Implementing a star for bicycle route finding system using OSM and GraphHopper: case study: Batu, Indonesia, 2022 International Conference on Electrical and Information Technology (IEIT), https://ieeexplore.ieee.org/abstract/document/9967899
  • 2020, Spatiotemporal Pattern Distribution of Drought Area using MODIS Vegetation Health Index. Case Study: Paddy Field in East Java, Indonesia, IOP Publishing, https://iopscience.iop.org/article/10.1088/1755-1315/528/1/012056/meta
  • 2016, Hotspot pattern distribution in peat land area in Sumatera based on spatio temporal clustering, Procedia Environmental Sciences, https://www.sciencedirect.com/science/article/pii/S1878029616300044

Other Publications

Other Publications
  • 2021 : "Coronavirus (COVID-19) Pandemic in Indonesia: Cases Overview and Daily Data Time Series using Naïve Forecast Method," Indonesian Journal of Electronics, Electromedical Engineering, and Medical Informatics . https://ijeeemi.poltekkesdepkes-sby.ac.id/index.php/ijeeemi/article/download/92/45
  • 2020 : "Cloud-based Middleware for Supporting Batch and Stream Access over Smart Healthcare Wearable Device," Bulletin of Electrical Engineering and Informatics . https://beei.org/index.php/EEI/article/view/1978
  • 2019 : "A Web of Thing Middleware for Enabling Standard Web Access over BLE Based Healthcare Wearable Device," IEEE . https://ieeexplore.ieee.org/abstract/document/8883981/
  • 2019 : "Platform for Integrating Internet of Things Based Smart Healthcare System and Blockchain Network," IEEE . https://ieeexplore.ieee.org/abstract/document/9023797
  • 2016 : "Implementation of PageRank Algorithm in Hadoop MapReduce Framework," IEEE . https://ieeexplore.ieee.org/abstract/document/7828663/

Conference Presentations

Conference Presentations
  • 2024 : 2nd International Symposium on Environmental and Energy Policy (ISEEP 2024) , Riau, Indonesia"Spatio-Temporal Analysis and Real-Time Air Quality Monitoring Using Historical Data and Laravel: A Decision Tree-Based Web GIS System"
  • 2023 : 8th International Conference on Electrical, Electronics and Information Engineering (ICEEIE) , Surabaya, Indonesia"Geospatial Analysis and Mapping of Natural Disasters in Situbondo, Indonesia: A Simple Additive Weighting (SAW) Approach"
  • 2022 : 2nd International Conference on Electrical and Information Technology (IEIT) , POLINEMA, Malang, Indonesia"Prediction of Student Academic Performance in Practicum Courses Based on Activity Logs and Student Background"
  • 2022 : 4th International Conference on Vocational Innovation and Applied Sciences (ICVIAS) , Surabaya, Indonesia"Spatio-Temporal Pattern Analysis of Forest Fire in Malang based on Remote Sensing Imagery City using K-Means Clustering"
  • 2021 : 1st International Conference on Electrical and Information Technology (IEIT) , POLINEMA, Malang, Indonesia"Application of Learning Management System to Improve Teaching and Learning Activities in Vocational High Schools"
  • 2020 : ATASEC , POLINEMA, Malang, Indonesia"Agricultural Drought Monitoring Based on Vegetation Health Index in East Java Indonesia using MODIS Satellite Data"
  • 2020 : ICEFC , IPB University, Bogor, Indonesia"Spatio-temporal Pattern Distribution of Drought Area using MODIS Vegetation Health Index. Case Study: Paddy Field in East Java, Indonesia"
  • 2019 : 6th NAFOSTED Conference on Information and Computer Science (NICS) , Hanoi, Vietnam"Platform for Integrating Internet of Things based Smart Healthcare System and Blockchain Network"
  • 2019 : IEEE 1st Global Conference on Life Sciences and Technologies (LifeTech) , Osaka, Japan"A web of thing middleware for enabling standard web access over BLE based healthcare wearable device"
  • 2015 : The 2nd International Symposium on LAPAN-IPB Satellite for Food Security and Environmental Monitoring (LISAT FSEM) , IPB University, Bogor, Indonesia"Hotspot Pattern Distribution in Peat Land Area in Sumatera based on Spatio-Temporal Clustering"
  • 2015 : First International Seminar of Tropical Silviculture , IPB University, Bogor, Indonesia"Poisson Clustering Process on Hotspot in Peatland Area in Sumatera"

Honours and Awards

Honours and Awards
  • 2022 : The Best Presenter of Engineering Category at the 4th International Conference on Vocational Innovation and Applied Sciences (ICVIAS) , Faculty of Vocational Studies, Universitas Airlangga, Indonesia.
  • 2019 : 1st Winner of the Big Data Online Workshop at the 4th SEA Creative Camp , organized by The Southeast Asia Ministers of Education.

Workauthorization

Workauthorization

Currently residing in the Netherlands with a valid visa., Authorized and available for employment in the EU.

Additional Information

Additional Information

I am enthusiastic about the opportunity to contribute to the field of GeoAI through this PhD position. My background in remote sensing, machine learning, and geospatial analysis, combined with my dedication to addressing environmental challenges, positions me well to make significant contributions to this research area. I am eager to collaborate with esteemed colleagues at the Earth Observation Science Department and to drive forward innovative solutions that enhance the reliability and responsibility of AI in geo-applications. Thank you for considering my application.

Timeline

INFORMATION TECHNOLOGY LECTURER
State University of Malang
04.2016 - 06.2018
IPB University
Master of Computer Science from COMPUTER SCIENCE
04.2001 - 11.2023
INFORMATION TECHNOLOGY LECTURER
State Polytechnic of Malang
8 2018 - Current
Annisa Puspa KiranaResearcher And University Lecturer