Esther's Personal Site

Research and Collaboration

Social Activities

Research Experience

  1. Special Research Program, For joint publication in School of Media Science, Tokyo University of Technology, 2018
  2. Hibah Bersaing 2012, Pengembangan Aplikasi Smartphone untuk Membantu Masyarakat dalam Penggunaan Angkutan Kota (ketua)
  3. Hibah Bersaing 2013, Pengembangan Aplikasi Smartphone untuk Membantu Masyarakat dalam Penggunaan Angkutan Kota (ketua)

Presentations and Invited Lectures

  1. Invited Lecturer “Machine Learning dalam Praktik”, Universitas Katolik Widya Mandira, 23 November 2020
  2. Invited Lecturer “IT Digital Transformation, Vocational Education, and Character Building” Zoom, 17 July 2021
  3. Invited Lecturer “Build Your Own Cloud Based AI Chatbot, Enhance Your Social Media Strategy”, Institut Sains dan Teknologi Terpadu Surabaya, 11 June 2021
  4. Invited Lecturer “Google Developer Webinar Build your own Chatbot, Enhance Your Social Media Strategy”, Google Developer Group Surabaya, 5 May 2021
  5. Invited Lecturer “Bijak Menggunakan Gadget”, SD Katolik Santa Theresia, 5 January 2022
  6. Invited Lecturer “What’s new from Google I/O 2022: I/O Extended GDG Surabaya” Institut Sains dan Teknologi Terpadu Surabaya, 14 May 2022
  7. Invited Lecturer “Developing Machine Learning based API for Social Media Analysis Dashboard with Node.js and Express” Geekle, 19 May 2022
  8. Invited Lecturer “The Roles of Technology in Winning Future Jobs” Zoom, 10 August 2021
  9. Invited Lecturer “Mobile Logic in the Cloud” SMK St.Louis, 12 October 2021
  10. Invited Lecturer “Logic in UI UX Design” SMK St.Louis, 8 October 2021
  11. Invited Lecturer “Ekonomi Kreatif Berbasis Data Untuk Indonesia Maju” Universitas 17 Agustus 1945 Surabaya, 4 June 2022
  12. Invited Lecturer “Deep Learning Hands On” Google Developer Student Clubs Universitas Airlangga and Google Developer Student Clubs Binus University Malang, 11 June 2022
  13. Invited Lecturer “Improving Opinion Mining: Sentiment, Stance, and Multimodality” Indonesian Association for Pattern Recognition, 24 June 2022
  14. Invited Lecturer “AWS Training and Certification” Universitas Islam Negeri Maulana Malik Ibrahim Malang Fakultas Sains dan Teknologi, 9-11 August 2022
  15. Invited Lecturer “Google I/O Extended Surabaya Web Edition” Institut Sains dan Teknologi Terpadu Surabaya, 30 July 2022
  16. Invited Lecturer “Hacker: Machine Learning” Sekolah Beta, 13 September 2022
  17. Invited Lecturer “TOWARDS DATA SCIENCE #14” Indonesia Artificial Intelligence Society, 10 September 2022
  18. Invited Lecturer “Cara menggunakan Aplikasi Doodly dan Miro” SMAK St. Louis 2, 5 November 2022
  19. Invited Lecturer “Google Developer Group Singapore Developer Festival 2022” Google Office Singapore, 25-27 November 2022
  20. Invited Lecturer “Transformers is all We Need: A foundation of Large Language Models” Balai Diklat Industri Denpasar, 11 March 2023

Content Creation

  1. Framework LangChain untuk Pengembangan dengan Large Language Model di Python [link]
  2. Deploy Python Function untuk Analisis Sentimen Menggunakan LangChain di Google Cloud Function [link]
  3. Improving Opinion Mining: Aspect Based Sentiment Analysis with Tensorflow [link]
  4. Opinion Mining in Social Media with Deep Learning [link]
  5. Kelas Hacker: Machine Learning [link]
  6. Sentiment, Stance, Multimodality [link]
  7. Aspect Based Sentiment Analysis with Character Enhanced Token Embedding and Multi-Level Attention [link]
  8. Machine Learning dalam Praktik [link]
  9. Machine Learning Hands On: Deep Learning [link] [colab]
  10. Deploy Web Service untuk Customer Segmentation dengan Unsupervised Learning K-Means pada Google Cloud Run [link]
  11. Deploy Web Service untuk Social Network Analysis berbasis NodeJS dengan Express dan Puppeteer di Google Cloud Run [link]
  12. Setup OpenVPN Server Untuk Remote Access Di Google Cloud Platform [link]
  13. Waspada Pembobolan Rekening Skimming ATM – Narasumber CNN Indonesia 2018 [link]
  14. Deploying Python Function for Sentiment Analysis Using LLM with LangChain on Google Cloud Function [link]
  15. Understanding the LangChain Framework: Developing Large Language Model in Python [link]
  16. Experience as Moderator of Panel Session International Conference EIConCIT 2021 [link]