What I Do?


Youtube Channel

R Package and Statistics Software

  1. STATCAL©: STATCAL is a statistical data processing application developed in January 2017, using R programming language in RStudio, with shiny package as the main package. STATCAL uses various of packages to perform statistical and graphical data analysis statcal.info
  2. GUI LMKLSVR. I apply hybrid models and computation platform with combining parameter of the kernel and support vector regression.
  3. GUI SPATIAL DATA PANEL. Spatial statistics can be used for various aspects of health, economic, environmental and climate, or other multidisciplinary fields. The specialty of this method is to analyze the global and local characteristics of a location. I created the Graphical User Interface program so that users can use it efficiently.
  4. Albatross Analytics, is a statistical and data science data processing platform which can be used by researchers in a wide range of disciplines. Albatross Analytics makes easy to implements of basic analysis, regression, random effects, including of HGLM, MDHGLM, Survival Analysis, Frailty Models, Survival Support Vector Machine, and using H-Likelihood to SEM’s http://cheoling.snu.ac.kr:3838/DHGLM/
  5. Application for GWNBR Model, is an R Shiny platform to performing Geographically Weighted Negative Binomial Regression. https://hasbi-yasin.shinyapps.io/GWNBR_App/


  1. A Bayesian Hierarchical Mixed Model for Identifying Significant Polygenic Effect while Controlling for Confounding and Repeated Measures. Christopher S. McMahan, Ph.D. Department of Mathematical Sciences, Clemson University (USA)
  2. Forecasting various companion vector-borne disease within the conterminous United States. Christopher S.  McMahan, Ph.D. Department of Mathematical SciencesClemson University (USA)


  1. Deep Neural Network Deployment by Deep Learning Institute NVIDIA, 2017
  2. Deep Learning For Image Segmentation by Deep Learning Institute NVIDIA, 2017
  3. Targeted Genotyping: Data Analysis in R by BIOREALM Genetics And Data Science USA,2017
  4. Wearable Health Data Analysis by BIOREALM Genetics And Data Science USA,2017
  5. Machine Learning in Genomics by BIOREALM Genetics And Data Science USA, 16 October  2017


  1. Redefining micro, small, and medium enterprises clustering in Indonesia using Fuzzy Geographically Weighted Clustering Metaheuristics Optimization, Research Grant Bank Indonesia 2021.
  2. Embedding of functional brain networks on hyperbolic space and grouping of individuals using variational autoencoders to find anomaly Geometric problems formulated and interpreted by attending hyperbolicity of real complex networks of brain on resting-state fMRI and F-18 FDG PET, SNU Hospital, 2021
  3. Employing long short-term memory and Facebook prophet model, Seoul National University, 2021-present
  4. Hierarchical likelihood approach in wide area, NRF Republic of Korea. 2020-present
  5. Machine learning Ecological Sciences, Supported by CYUT Taiwan. 2019-present
  6. Multi Kernel Learning (MKL), Institute for Research and Community Services (LPPM) Diponegoro University, Under contract 329-44/UN7.P4.3/PP/2019.
  7. Hybrid Support Vector Machine Metaheuristic. Ministry of Science and Technology (MOST), Taiwan (ROC).MOST-107-2221-E-324-018-MY2.
  8. Neurocomputing Fundamental Climate Analysis, CRIM The National University of Malaysia. 2018
  9. Hybrid Support Vector Regression, Supported by the School of Mathematical Sciences, The National University of Malaysia GUP-2017-118.
  10. Early detection of diabetes mellitus using Feed Forward Neural Network. Department of Statistics Diponegoro University 2015-2017.
  11. Development Of Biomarkers Tools For Improved Production And Climate Change Resistance In Indonesian Rice Fully funded by FAO. 2015-2019. (RA Dr.Bens Pardamean)
  12. High-Performance Computing In Bioinformatics Research. This study focuses on developing a high-performance application by utilizing High-Performance Computing Technology in Bioinformatics research. 2017. (RA Dr.Bens Pardamean)
  13. Colorectal Cancer. Collaboration between Hasanuddin University (UNHAS) and Mochtar Riady Institute of Nanotechnology (MRIN) Pelita Harapan University (UPH). 2014-2019. (RA Dr.Bens Pardamean)
  14. SMART D (SUSTAINABLE MANAGEMENT OF AGRICULTURAL RESEARCH AND TECHNOLOGY DISSEMINATION) collaboration between Indonesian Center for Rice Research (ICRR) Ministry of Agricultural Republic of Indonesia. 2015-2019 (RA Dr.Bens Pardamean)
  15. GPU EDUCATION CENTER. Fully funded by NVIDIA Education Center. The project is designed to support and encourage teaching establishments to include GPU Computing using CUDA C/C++ as part of their course offerings, including research and advance education. 2015-2019. (RA Dr.Bens Pardamean)
  16. Multikernel Support Vector Regression (MK-SVR) Fully funded Directorate of Research and Community Services. Ministry of Research, Technology and Higher Education of the Republic of Indonesia.No:022/SP2H/LT/DRPM/II/2016.
  17. Prediction of Crude Oil Prices Using Support Vector Regression (SVR) with Grid Search–Cross Validation Algorythm Fully Funded by DITLITABMAS DIKTI. 2016
  18. Relationship of Body Image Perception and Eating Disorders in Adelsecents. Fully Funded by Department of Nutrition Science – Bogor Agricultural University. 2016
  19. The Relationship between Corporate Governance and Stock Prices. Companies Using the Feltham-Ohlson Valuation Model. 2016
  20. The causes of patient safety incidents by nurses at inpatient units Police Hospitals Manado. Fully Funded by Bhayangkara Hospital. 2016
  21. Wavelet Transform and Group Method Data Handling (GMDH) for loads and prices forecasting. Fully Funded by Ministry of Energy and Mineral Resources (MoE&MR). 2016
  22. The Shift Invariant Discrete Wavelet Transform (SIDWT) With Inflation Time Series Application Fully Funded by DITLITABMAS DIKTI. 2015
  23. Approach Methods Servqual Cluster And Fuzzy K-Means To Analyze Customer Satisfaction Index (CSI) Post Office In Semarang Fully Funded by PKMP DIKTI. 2015
  24. Factors causing GOLPUT in Riau Islands Province. Fully Funded by Government of Riau Island Province. 2015
  25. Modeling Volatility To Calculate Value At Risk (VaR) Using Neural Network Model And Genetic Algorithm Fully Funded by DIPA (PNBP) MIPA UNDIP 2014
  26. Study Level Of Consumer Satisfaction Rationalizing Electricity Sector In Order To Support And Business Service Improvement PT PLN (Persero) Fully Funded by Ministry Of Energy And Mineral Resources. 2013
  27. Satisfaction Survey Internet Faculty Of Science And Mathematics Fully Funded by Faculty Of Science And Mathematics University Of Diponegoro. 2014
  28. Quick Count Central Java Gubernatorial Election Fully Funded by the University Of Diponegoro. 2013



  1. Caraka, R.E., Yasin,H. 2017. Geographically weighted regression (GWR): sebuah pendekatan regresi geografis. Graha Ilmu Yogyakarta – Mobius. ISBN:        978-602-19479-7-5. https://zenodo.org/record/1168741
  2. Semangat publikasi dalam membangun peradaban negeri, 2017. Wade Group. ISBN: 978-602-6802-63-7
  3. Caraka,R.E. Spatial Data Panel. Wade Publishing 978-602-5498-14-5
  4. Jamilatuzzahro,Caraka,R.E,Herliansyah.R. Aplikasi generalized linear model pada R. Graha Ilmu Yogyakarta. ISBN: 978-602-6542-47-2. https://zenodo.org/record/1169163
  5. Pardamean,B., Budiarto,A., Caraka, R.E. 2018. Bioinformatika dengan R Tingkat Lanjut. Teknosain Graha Ilmu Yogyakarta. ISBN: 978-602-6324-90-0 (electronic), 978-602-6324-89-4
  6. Caraka,R.E., Tahmid,M.2019. Statistika Klimatologi. Graha Ilmu Yogyakarta
  7. Gio,P.U.,Caraka,R.E.2019. Partial least squares path modeling (PLS-PM) dengan statcal-PLSPM : disertai perbandingan hasil dengan software smartPLS & warpPLS. USU Press. ISBN : 9786024651275
  8. Gio,P.U.,Caraka,R.E.2020. Belajar mengolah data dengan Statcal [sumber elektronis] : disertai beberapa perbandingan hasil dengan SPSS, EViews, dan Lisrel. CV. Penerbit Qiara Media. ISBN : 9786237925583
  9. Gio,P.U.,Caraka,R.E.2020. Membuat berbagai grafik dengan Statcal-Visualization. Publisher : CV. Penerbit Qiara Media. ISBN : 9786237925590
  10. Gio,P.U.,Caraka,R.E.2018. Pedoman dasar mengolah data dengan program aplikasi statistika Statcal. Publisher : USU PRESS. ISBN : 9786024650612.




    1. Caraka,R.E.,Chen,R.C.,Toharudin,T., Pardamean,B.,2019. Prediction of Status Particulate Matter 2.5 using State Markov Chain Stochastic Process and HYBRID VAR-NN-PSO. IEEE Acess.
    2. Chen, R. C., Dewi, C., Huang, S. W., & Caraka, R. E. (2020). Selecting critical features for data classification based on machine learning methods. Journal of Big Data, 7(1). https://doi.org/10.1186/s40537-020-00327-4
    3. Caraka, R.E., Lee, Y., Chen, R. C., & Toharudin, T. (2020). Using Hierarchical Likelihood towards Support Vector Machine : Theory and Its Application. IEEE Access, 8, 194795–194807. https://doi.org/10.1109/ACCESS.2020.3033796
    4. Caraka, Rezzy Eko, Lee, Y., Chen, R. C., Toharudin, T., Gio, P. U., Kurniawan, R., & Pardamean, B. (2021). Cluster around Latent Variable for Vulnerability towards Natural Hazards, Non-Natural Hazards, Social Hazards in West Papua. IEEE Access. https://doi.org/10.1109/ACCESS.2020.3038883
    5. Syahid, L. N., Sakti, A. D., Virtriana, R., Wikantika, K., Windupranata, W., Tsuyuki, S., Caraka, R. E., & Pribadi, R. (2020). Determining Optimal Location for Mangrove Planting Using Remote Sensing and Climate Model Projection in Southeast Asia. Remote Sensing, 12(22), 1–29.



  1. Caraka,R.E.,Chen,R.C.,Lee,Y.,Toharudin,T.,Rahmadi,C.,Tahmid,M.,Achmadi,A.S.2021. Using multivariate generalized linear latent variable models to measure the difference in event count for stranded marine animals. Global J. Environ. Sci. Manage. 7(1): 7(1): 117-130. Winter 2021. Q2-ESCI https://www.gjesm.net/article_44366.html
  2. Caraka,R.E.,Chen,R.C.,Toharudin,T., Pardamean,B., Bakar,S.A., Yasin,H. 2019.  Ramadhan Short-Term Electric Load: A Hybrid Model of Cycle Spinning Wavelet and Group Method Data Handling (CSW-GMDH). IAENG International Journal of Computer Science 46(4):670-676
  3. Caraka,R.E., Chen,R.C. 2020. Employing Best Input SVR Robust Lost Function with Nature-Inspired Metaheuristics in Wind Speed Energy Forecasting. IAENG International Journal of Computer Science 47.
  4. Caraka,R.E., Lee,Y. 2020. Impact of COVID-19 large scale restriction on environment and economy in Indonesia,” Glob. J. Environ. Sci. Manag., vol. 6, no. Special Issue (Covid-19), pp. 65–82, 2020.
  5. Toharudin,R.,Pontoh,R.S.Caraka,R.E.,et al. 2021. Employing long short-term memory and Facebook prophet model in air temperature forecasting. Communications in Statistics – Simulation and Computation. https://doi.org/10.1080/03610918.2020.1854302



  1. Caraka,R.E.,Chen,R.C.,Lee,Y.2020.Variational Approximation Multivariate Generalized Linear Latent Model in Diversity Termites in Riau and Peninsular Malaysia. Sylwan Journal 164(1), Polland.
  2. Caraka,R.E, Bakar,S.A., Anuraga,G. 2019. The Step Construction of Penalized Spline in Electrical Power Load Data.  Vol 17, No 2. TELKOMNIKA Telecommunication, Computing, Electronics and Control ISSN: 1693-6930.
  3. Caraka,R.E.Bakar,S.A.,Tahmid,M.2019. Neuro Computing Fundamental Climate Analysis. Vol 17, No 4 . TELKOMNIKA Telecommunication, Computing, Electronics, and Control ISSN: 1693-6930.
  4. Toharudin,T., Caraka R.E.,Bachirudin,A. Bakar,S.A. Ambarsari.D.2019. Copula-Based Feedforward Neural Network Genetic Algorithm In Cargo Forecasting. International Journal Of Advances In Soft Computing And Its Applications. Volume 11, Issue 1, 2019, Pages 22-33 ISSN 2074-8523
  5. D. Kurniawan, C. Rahmadi, R. E. Caraka, and T. A. Ardi, “Short Communication: Cave-dwelling Arthropod community of Semedi Show Cave in Gunungsewu Karst Area, Pacitan, East Java, Indonesia,” Biodiversitas, vol. 19, no. 3, pp. 857–866, 2018. 
  6. Caraka,R.E. Bakar,S.A. 2018. Evaluation Performance of Hybrid Localized Multi Kernel SVR In Electrical Load Data Using 4 Different Optimizations.JEAS. Vol.13 No.15.
  7. Sumaryana, A., Toharudin, T., Caraka, R. E., Pontoh, R. S., Chen, R. C., & Pardamean, B. 2020. SHORT COMMUNICATION : COVID-19 Pandemic and Attitude of Citizens in Bandung City Indonesia ( Case Study in Cibiru Subdistrict ). International Journal of Criminology and Sociology, 2020(9), 241–246.
  8. Kurniawan,I.D.,Rahmadi,C.,Caraka.R.E.,Rahman,I.A.,Kinasih,I.,Toharudin,T.,Chen,R.C.,Lee,Y.2020. Correspondence between bats population and terrestrial cave-dwelling arthropods community in Tasikmalaya karst area. Commun. Math. Biol. Neurosci. 2020, 2020:59 https://doi.org/10.28919/cmbn/4830
  9. Toharudin,T.,Caraka,R.E., Chen,R.C.,Bakar,S.A., Pontoh,R.S.2019. Seasonal Smooth Support Vector Regression Firefly Algorithm in Electrical Load Forecasting. Sylwan Journal. vol.163(11). pp.314-321. ISSN: 0039-7660
  10. Suparti., Warsito,B., Santoso,R., Yasin,H., Caraka.R.E.2020.Biresponses Kernel in Nonparametric Regression : Inflation and Economic Growth.ISSN: 0039-7660.
  11. Yusra, Caraka, R. E., Agus, A., Ahmad Azmi Mohd Ariffin, P. U. G., Chen, R. C., & Lee, Y. (2020). An investigation of online food aggregator (OFA) service: Do online and offline service quality distinct? Serbian Journal of Management, 15(2), 277–294. https://doi.org/10.5937/sjm15-24761



  1. Yasin,H.,Caraka,R.E., Tarno, and Hoyyi,A. 2016. Prediction Of Crude Oil Prices Using Support Vector Regression (SVR) With Grid Search–Cross Validation Algortyhm. Vol.12 No.4; August. Global Journal of Pure and Applied Mathematics. Print ISSN : 0973-1768 Online ISSN: 0973-9750. pp. 3009–3020.
  2. Kurniawan, I.D., Soesilhadi, H.R.C., Rahmadi, C., Pardamean, B., and Caraka, R.E. 2018.The difference on Arthropod communities’ structure within show caves and wild caves in Gunungsewu karst area, Indonesia. journal-Ecology, Environ. Conserv., vol. 24, no. 1, pp. 81–90, 2018.
  3. Kurniawan,R.,Siagian T.H., Yuniarto,B., Nasution,B.I., Caraka,R.E. Construction of Social Vulnerability Index in Indonesia using Partial Least Squares Structural Equation Modeling. International Journal of Engineering &Technology. VOL 7 No.4.
  4. Yasin,H., Caraka, R.E.,Tarno., and Hoyyi,A. 2020. Stock Price Modeling Using Localized Multiple Kernel Support Vector Regression (LMKSVR) Methods.SICIC Express Letters Part B: Applications,Volume 11, Number 4, April 2020.
  5. Caraka,R.E.,Chen,R.C., Toharudin,T. 2020 , “Evaluation Performance of SVR Genetic Algorithm and Hybrid PSO in Rainfall Forecasting,” ICIC Express Lett. Part B Appl., vol. 11, no. 7, pp. 631–639, 2020.



  1. Caraka,R.E,Supari,Tahmid,M.(2018).“Copula-Based Model for Rainfall and El- Niño in Banyuwangi Indonesia,” J. Phys. Conf. Ser., vol. 1008, no. 1, 2018.
  2. Caraka,R., Saputra, Putu.M., Wijaya,N., Ulkhaq,M.M., Subair,M. 2018. Analysis of Correlations between Postal and Trade Network Data within ASEAN Countries and Beyond. J. Phys.: Conf. Ser. 1025 012117. doi :10.1088/1742-6596/1025/1/012116.
  3. Ryanto,R.A.,E.2018.Comparative Studies on the Salt Content of White Bread and Wholemeal Bread. J. Phys.: Conf. Ser. 1025 012116. doi :10.1088/1742-6596/1025/1/012116.
  4. Caraka, R. E., Shohaimi, S., Kurniawan, I. D., Herliansyah, R., Budiarto, A., Sari, S. P., & Pardamean, B. (2018). Ecological Show Cave and Wild Cave: Negative Binomial Gllvm’s Arthropod Community Modelling. Procedia Computer Science, 135, 377–384. https://doi.org/10.1016/j.procs.2018.08.188.
  5. Budiarto,A., Pardamean,B., R.E(2017). Computer Vision-Based Visitor Study as A Decision Support System for Museum. International Conference on Innovative and Creative Information Technology (ICITech) (2017): 1-6.
  6. Caraka R.E., Pardamean,B., Bakar,S.A., Budiarto,A. (2017). Hybrid Support Vector Regression Model Based on Electric Power Load During National Holiday Seasons. International Conference on Innovative and Creative Information Technology (ICITech) (2017).
  7. Caraka,R.E., Toharudin,T., Yasin,H. 2018. The Step Construction of Copula Gaussian Multivariate and AR(1)-N.GARCH(1,1). International Conference on Advance & Scientific Innovation. European Union Digital Library. ISBN 978-1-63190-162-1.
  8. Rusgiyono,A.,Yasin,H.,Hoyyi,A., and Caraka,R.E.Soft Neuro Computing GUI-based Diabetes Mellitus. International Conference on Advance & Scientific Innovation. European Union Digital Library. ISBN 978-1-63190-162-1.
  9. Sutiksno, D. U., Gio, P. U., Caraka, R. E., & Ahmar, A. S. (2018). Brief Overview of STATCAL Statistical Application Program. In Journal of Physics: Conference Series (Vol. 1028). https://doi.org/10.1088/1742-6596/1028/1/012244.
  10. Caraka,R.E.,Darmawan,G.,Supatmanto B D., Hutapea B., Novitasari,D.C.R., Goldameir,N.E., Ulhusna,N., Pardamean,B. 2019. Generalized Spatio Temporal Autoregressive Rainfall-Enso Pattern In East Java Indonesia. 1st 2018 Indonesian Association for Pattern Recognition International Conference, INAPR 2018 – Proceedings 8627042, pp. 75-79.
  11. Jamilatuzzahro,Caraka,R.E., Herliansyah,R. 2019. Generalized Space-Time Autoregressive Forecasting Chili Prices. Proceedings of 2018 International Conference on Information Management and Technology, ICIMTech 2018 8528117, pp. 291-296.
  12. Pardamean,B.,Budiarto,A.Caraka,R.E. 2019. SMARTD Web-Based Monitoring and Evaluation System.1st 2018 Indonesian Association for Pattern Recognition International Conference, INAPR 2018 – Proceedings 8627034, pp. 172-176.
  13. Caraka,R.E., Tahmid,M.,Putra,R.M.2019. Analysis of Plant Pattern Using Water Balance and Climate Based on Oldeman Climate TypeIOP Conference Series: Earth and Environmental Science 195(1),012001.
  14. Caraka,R.E.Supatmanto,B.D.,Soebagyo J., Mauludin,M.A.,Iskandar,A.,Pardamean,B. 2019. Rainfall Forecasting Using PSPLINE and Rice Production with Ocean-Atmosphere InteractionIOP Conference Series: Earth and Environmental Science. 195(1),012001.
  15. Jamilatuzzahro, Caraka,R.E. Aprinaldy,D. (2019). Generalized linear Model Multivariate Poisson with Artifical Marginal (GLM-MPAM): Application of Vehicle Insurance, AIP Conference Proceedings 2111, 020013 .
  16. Caraka,R.E.,Bakar,S.A.,Tahmid,M.(2019). Rainfall Comparative Analysis Multi Kernel Support Vector Regression Seasonal Autoregressive Integrated Moving Average(MKSVR-SARIMA). AIP Conference Proceedings 2111, 020014 (2019); https://doi.org/10.1063/1.5111221.
  17. Toharudin,T.Caraka,R.E., Ensemble Time Series Modified Generalized Regression Neural Network Rainfall Forecasting. IEEE.
  18. Kaban,P.A.,Robert,K., Caraka,R.E.,Pardamean,B. 2019. Biclustering Method to Capture the Spatial Pattern and to Identify the Causes of Social Vulnerability in Indonesia: A New Recommendation for Disaster Mitigation Policy. Procedia Computer Science 157 (2019): 31-37.
  19. Caraka,R.E.,Supatmanto,B.D., Armita., Pardamean,B., Chen,R.C. 2020. Employing Moving Average Long Short-Term Memory Model for Predict Rainfall. DOI:10.1109/TAAI48200.2019.8959856.
  20. Lai, C.Y., Chen,R.C., E. 2020. Prediction Stock Price Based on Different Index Factors Using LSTM.International Conference on Machine Learning and Cybernetics (ICMLC) Kobe, Japan.
  21. Caraka,R.E., Ching,R.C., Toharudin,T. 2020. Latent GLM Tweedie Distribution in Butterflies Species Counts. SICONIAN Conference, Web of Science (WOS)

 Article in Press:

  1. Feature Selection of Indonesian Islamic Moral Incentives in Credit Card Debt Repayment. International Journal of Islamic and Middle Eastern Finance and Management. EMERALD. Q3-SSCI/0.29. 08 August 2020
  2. FastGLLVM: Big Data Ordination Towards Intensive Care Event Count Cases. BMC Medical Research Methodology.
  3. Finding best feature and understanding the impact of social media influencers @raffinagita1717 towards tourism visit intention using hierarchical likelihood structural equation models. Sustainability SI: Social Media Usage in Consumer Behavior Evaluation. Q1
  4. National Vaccination and Local Interventions Impact on COVID-19 Cases. Sustainability SI: Covid-19 and Its Impact on Environmental, Economic And Social, Sustainability. Q1
  5. Addressing a longitudinal smoking behavior and depression using hierarchical likelihood structural equation models, IJERPH, SI: The Implications of the Social Determinants of Health for Quality of Life, and Wellbeing. Q1



  1. Summa Cum Laude, President Award, Chaoyang University of Technology, 2021.
  2. Awardee, Best Data Science Researcher, Data Science Indonesia, 2021.
  3. Invitation Young Leaders,MIKTA Camp,The Ministry of Foreign Affairs of the Republic of Korea,2021.
  4. Merit Award of Excellence (Highest achievement award) from Chaoyang University of Technology, 2020
  5. Best Research, Lembaga Pinjaman Simpanan 2019.
  6. Best Paper and Win Research Price USD 1750. Financial Services Authority and Gadjah Mada University, October 2019.
  7. Silver Award, Ic-RISE, Graduate school of Business, The National University of Malaysia, September 2019
  8. Research Travel Grant, Development Hierarchical Generalized Linear Models (HGLMs) under collaboration with Prof.Youngjo Lee, Department of Statistics, Seoul National University (SNU),  South Korea, Korea.
  9. Research Dive 9 (RD-9) Household vulnerability research with PulseLab Jakarta and Bank Indonesia’s Macroprudential Policy Department. August 2019
  10. Senior Researcher, Research Camp Data Science Indonesia (DSI), August 2019
  11. Student Travel Grant, The 24th Conference on Technologies and Applications of Artificial Intelligence ( TAAI 2019),Kaohsiung, Taiwan (ROC), 2019.
  12. Student Travel Grant, The 14th International Conference on Innovative Computing, Information and Control (ICICIC2019), Seoul, South Korea, 2019.
  13. Student Travel Grant, International Conference on Machine Learning and Computing (ICMLC), Kobe, Japan, 2019.
  14. Guest Workshop, Application of Statistics in Ecology and Biodiversity, Department of Statistics, Adi Buana PGRI University, Surabaya,2018
  15. Guest Workhsop, Aplikasi Teknik Molekuler dan Statistika dalam Analisa Biodiversitas, Departemen Biology UIN SGD BANDUNG.2018
  16. Indonesia Diaspora.General of Resources for Science, Technology and Higher Education, Ministry of Research, Technology and Higher Education. Indonesia. 2018
  17. Best Innovation Startup, YELP Bank Indonesia. 2018
  18. Research Participant and Indonesia Delegation, The United Nations Institute for Training and Research (UNITAR) CIFAL, Jeju, South Korea Korea, 2018
  19. Asean Young Administrators Convention YAS@JALUMA4.O. Ministry of Higher Education Malaysia, Nilai Spring Resort Hotel 27th-29th November 2017
  20. Duta Besar Award. Essay Competition Wonderful Indonesia, Culture, and Tourism Expo. Embassy of The Republic of Indonesia in Kuala Lumpur. 2017
  21. Presenter 1st International Conference on Combinatorics, Graph, Theory and Network Topology,  Universitas Jember,  Jember 25th-26th November 2017
  22. Speaker Education Fair, Universitas Sebelas Maret, 4th-12th November 2017.
  23. Poster Presenter, The Graduate Student Conference, Graduate Studies and Professional Learning (GPL) of the National Institute of Education (NIE) An Institute of Nanyang Technological University (NTU). Singapore, 27-28 October 2017
  24. Oral Paper Presenter,  The Graduate Studies and Professional Learning (GPL) of the National Institute of Education (NIE) An Institute of Nanyang Technological University (NTU), Singapore 27-28 October 2017
  25. Presenter International Seminar on New Paradigm and Innovation of Natural Sciences and its Application (ISNPINSA), Universitas Diponegoro. Semarang 17 October 2017
  26. Guest Speaker “Pembahasan dan Perbaikan Finalisasi Akhir Rancangan Perkaban Pedoman Pembelajaran di Lingkungan Kemenkeu Corporate University” Badan Pendidikan dan Pelatihan Keuangan. Bogor, 18-20 October 2017
  28. Artificial Intelligence round table discussion in Research and Technology Transfer, Held by Bina Nusantara University and NVIDIA, 2017
  29. Best Student IDEA CHALLANGE 2017 BIG DATA ANALYTICS AND IoT in Healthcare The National University of Malaysia, Hospital Canselor Tuanku Muhriza, UKM Medical Centre, 2017
  32. Presenter in International Conference on Multidisciplinary Academic The National University of Malaysia. Swiss Garden Hotel. Kuala Lumpur, Malaysia, 2017.
  33. Guest Conference Speaker “Understanding Weather And Climate For Sustainability” By Indonesian Agency For Meteorological, Climatological And Geophysics (BMKG) And School Of Meteorology Climatology And Geophysics(STMKG) Indonesia, 2017.
  34. 3rd Best Paper for Oral Presenter, International Conference on Biodiversity, Universitas Gadjah Mada 2017
  35. Participated in writing book “ Semangat Publikasi dalam Membangun Negeri” by wade publishing, 2017
  36. Presenter 2nd International Conference On Actuarial Science And Statistics (ICASS) Institut Teknologi Bandung, 2016
  37. Best Show Case Project Data Science Weekend Exhibition Data Science Indonesia (DSI) Program Studi Statistika Universitas Islam Indonesia (UII),2016
  38. Participated In Data Science Weekend: Camp And Jam For Intermediate A Data Science Workshop Program Studi Statistika Universitas Islam Indonesia (UII),2016
  39. Participated In Data Science Weekend (DSW) Concert In Python, Machine Learning And Semantic Text. Program Studi Statistika Universitas Islam Indonesia (UII) ,2016
  40. Participated In Data Science Weekend (DSW) Talk. Program Studi Statistika Universitas Islam Indonesia (UII) ,2016
  41. Participated In Workshop Data Mining “Big Data”,Department Of Statistics, Diponegoro University
  42. Best Project Presentation. Data Science Indonesia. 2016
  43. Delegation From Riau Island Province For “Nusantara Jaya” Expedition, Coordinating Ministry For Maritime Affairs Republic Of Indonesia. 2016
  44. The Best Paper For Oral Presenter, World Climate Day, Indonesian Agency For Meteorological, Climatological And Geophysics (Bmkg), Jakarta, March 2016
  45. The Best Paper For Oral Presenter, Climate Knowledge For Climate Action, Indonesian Agency For Meteorological, Climatological And Geophysics (Bmkg), Jakarta, March 2015
  46. 3rd Winner National Scientific Paper Competitions , Universitas Diponegoro,  Semarang, November 2015
  47. 4th Winner National Scientific Paper Competitions , Universitas Diponegoro , Semarang, November 2015
  48. Finalis Of Marifest Universitas Diponegoro Semarang, November 2015
  49. Invited Trainer ”SPSS Training”. Department Of Mathematics, Mathematics Computing Club (MCC), Semarang,April ,2015
  50. Finalis Of National Essay Competition, Bogor Agricultural University, Bogor, September 2015
  51. Invited Trainer “Structural Equation Modelling (SEM) Using Amos”. Department Of Statistics Diponegoro University, Semarang, November 2014
  52. Invited Speaker “Seminar Nasional Statistika”, Padjadjaran Universiry, Bandung, November 2014
  53. Invited Speaker “Seminar Nasional Ilmu Komputer”. State University Of Semarang (UNNES), Semarang, October,2014
  54. Invited Trainer “SPSS Training”. Department Of Statistics Diponegoro University, Semarang, November 2013