
Anthony Jaya
Teknologi / Internet
Tentang Anthony Jaya:
An Aspiring Data Scientist who is looking for a for a new challenge
Pengalaman
Tiktok Shop / Tokopedia Sep 2021 - Now
• Created an enhanced MA forecast for short time series reducing error by 15-20% • Developed a restocking recommender using probabilistic forecast, reducing both DOI and working capital by 10% while maintaining target availability of 95%
• Built a model selector pipeline to enable seamless model ensembling, and selection, reducing time to manually ensemble by 75 %
• Developed a hypothetical price forecast using LGBM, reducing error by 7% • Day to day discussion with stakeholders, problem formulation, managing expectations, and performing root cause analysis to come up and realize new ideas into the forecasting system smoothly
• Involved in product development, starting from ideation, exploratory data analysis, backtesting, shadow testing, live testing, A/B testing and deployment
Generali Indonesia – Data Scientist Jun 2021 – Sep 2021
• Image classification model using CNN and utilizing pre-trained models to classify dependent’s hobbies
• Web scraping from Instagram using Selenium to get all follower’s username
Supertype – Data Scientist Aug 2020 – Dec 2020
• Developed a keyword extractor, utilizing packages such as nltk, gensim, and spacy to gather key points from comments for applications on Google Play Store as feedback to app developers
• Assisted instructor as a teaching assistant on R programming
Pendidikan
Universitas Prasetiya Mulya Aug 2017 – Jul 2021 Bachelor of Science in Mathematics
(Actuarial Science, GPA: 3.78/4.00)
• Research Assistant (in collaboration with the Indonesian Ministry of Agriculture) Data mining, cleaning, processing and analysis using Excel, R, and Python for Indonesian Crop Insurance research
Profesional dari sektor Teknologi / Internet yang sama dengan Anthony Jaya
Profesional dari berbagai sektor di dekat Tangerang, Provinsi Banten
Pengguna lain yang disebut Anthony
Pekerjaan di dekat Tangerang, Provinsi Banten
-
IT Data Analyst Lead
3 minggu yang lalu
PT Astra International Tbk Jakarta, JakartaMemimpin tim Data Analyst dalam menghasilkan inisght dan prediksi yang dibutuhkan. · ...
-
Analytical Assistant Scientist
1 bulan yang lalu
Dexa Group BekasiMerencanakan dan melakukan kegiatan penelitian dan pengembangan (litbang) di laboratorium Analytical untuk memperoleh metode analisis yang valid dan dapat digunakan dalam pemeriksaan rutin sesuai dengan persyaratan dan ketentuan yang berlaku. · ...
-
Brand Data Analyst
2 minggu yang lalu
PT Global Sukses Digital Tbk. (DOSS) Central Jakarta, JakartaPT Global Sukses Digital membuka kesempatan bagi analis data teliti. · ...