Yosef Ardhito Winatmoko
Data Analyst
reach out: hello@yosef.id
Current Projects
Connect
Data Analyst
Notebooks
- [2020] Aspect-based Sentiment Analysis with Fine-tuning Multilingual BERT Model (colab.research.google.com)
- [2020] BiLSTM and Transformer Model for NER (colab.research.google.com)
- [2019] PyTorch Ordinal Regression with Spacecutter (kaggle.com)
- [2019] PyTorch LSTM End-to-end Walkthrough (kaggle.com)
- [2018] Yelp Funny Vote: is it Really Funny? (kaggle.com)
- [2018] User-centric Analysis: is Yelp Still Growing? (kaggle.com)
Publications
- [2023] The Risk and Opportunity of Data Augmentation and Translation for ESG News Impact Identification with Language Models (aclanthology.org)
- [2020] Should We Use More Complex Models for Automatic Short-Answer Scoring in Bahasa Indonesia? (aclweb.org)
- [2020] Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels (arxiv.org)
- [2019] [Competition] Automatic Short Answer Scoring System (simpan.ugm.ac.id)
- [2019] Colloquial Indonesian Lexicon (ieee.org)
- [2013] Automatic Summarization of Tweets in Providing Indonesian Trending Topic Explanation (researchgate.net)
Certifications
- [2019] Deep Learning Specialization (coursera.org)
- [2018] Machine Learning (coursera.org)
- [2017] Data Scientist with Python Track (datacamp.com)
Articles
English
- [2022] Single Source of Trap (medium.com)
- [2022] A Song of Snow and Bricks (medium.com)
- [2020] Make Language Processing Natural Again (medium.com)
- [2020] Step-by-step NER Model for Bahasa Indonesia with PyTorch and Torchtext (medium.com)
- [2020] Love is blind. How about trust? (medium.com)
- [2019] The Data Entrepreneurs Story (medium.com)
- [2018] Yes, Machines can Comprehend Words (medium.com)
- [2018] Tech in Asia Conference Singapore Day 1 and Day 2 (medium.com)
- [2017] A Whole Different League Data Analyst (medium.com)
- [2016] An Outlier Astronaut Guide to Life on Earth (medium.com)
Bahasa Indonesia
- [2021] Demam Panggung Sandiwara (wordpress.com)
- [2020] Ikatan Darah (wordpress.com)
- [2020] Jangan jadi Data Scientist. Berat. (wordpress.com)
- [2020] Mulutmu, Harimaumu. (wordpress.com)
- [2020] Asik sih, tapi kalau diulang mau ga? (wordpress.com)
- [2020] Situasi Covid per Daerah (tentangdata.com)
- [2020] Jati Diri (wordpress.com)
- [2020] Kenapa Takut Sekali dengan Bosan? (wordpress.com)
- [2020] Gampang Move On (wordpress.com)
- [2019] Belajar cerewet (write.as)
- [2019] Menyelisik kebijakan privasi di Indonesia (medium.com)
- [2019] Berkelana di era konten (medium.com)
- [2019] Mungkinkah mesin menguasai kehidupan manusia? (medium.com)
- [2018] Memaknai Dua Strategi Bisnis: Murah atau Beda? (medium.com)
- [2018] Post-privacy Economy: Jual Diri Secara Tidak Sadar (medium.com)
- [2018] Metafora Kehidupan dalam Pendakian Papandayan (wordpress.com)
- [2017] Mendaki Prau Bersama si Ganteng dan si Playboy (wordpress.com)
- [2017] Tanpa Tujuan (wordpress.com)
- [2016] Siem Reap 3D2N: They Want, North! (wordpress.com)
- [2016] Mendaki Ijen: Langit pun Keliatan! (wordpress.com)
- [2016] 7 Poin Utama The Tipping Point (wordpress.com)
- [2015] It is easy to be heavy; hard to be light (wordpress.com)
- [2015] They Come When You Least Expect It (wordpress.com)
- [2015] Mengurus Visa Schengen di Kedubes Belanda (wordpress.com)
- [2015] Tickets to Brownies City (wordpress.com)
- [2015] Hujan atau Pelangi (wordpress.com)
- [2014] Tebing Sosmed (wordpress.com)
- [2014] Bukit Moko: dekat! (wordpress.com)
- [2014] Journey to the Strong: yes, I code a game once! (wordpress.com)
- [2014] Hati yang Selalu Bahagia (wordpress.com)
- [2013] Keliling by Request: keliling Pulau Jawa (wordpress.com)
- [2013] Pengen Ga Sih Kaya (wordpress.com)
- [2013] Menunda atau Menambah Pekerjaan? (wordpress.com)
- [2013] Volume Gelas (wordpress.com)
- [2013] Keberanian untuk Berkembang (wordpress.com)
- [2013] Sedikit Ruang untuk Kejutan (wordpress.com)
- [2013] Tak Ada Puncak yang Cukup Tinggi (wordpress.com)
- [2013] Lagu dan Playlist Kehidupan (wordpress.com)
- [2013] Lexical, Syntactic, Semantic – sampai mana? (wordpress.com)
2019. Tufte CSS.