Scholar
Abdul Fatir Ansari
Google Scholar ID: BZ0EoqIAAAAJ
Machine Learning Scientist at Amazon
Citations & Impact
Citations
1,059
H-index
9
i10-index
8
Publications
20
Co-authors
18
list available
Publications
Resume (English only)
Academic Achievements
- 2024: Published 'Chronos: Learning the Language of Time Series' in Transactions on Machine Learning Research (TMLR); over 500 million Hugging Face downloads and 3.5K+ GitHub stars as of Aug 2025
- May 2025: Paper on wavelet-based tokenization for time series foundation models accepted at ICML
- Jan 2025: Paper on lightweight covariate adapters for pretrained models accepted at AISTATS
- Jul 2025: Gave talk on AutoGluon-TimeSeries and GraphStorm at ICML Expo
- Aug 2025: Delivered lecture on 'Building Foundation Models for Time Series' at Oxford ML School
- Recipient of NUS Dean’s Graduate Research Excellence Award for PhD research
Background
- Senior Applied Scientist at Amazon Web Services (AWS) based in Berlin
- Works on time series forecasting, log analytics, and generative models
- Recently focused on building general-purpose (foundation) models for time series
- Active contributor to AWS open-source libraries AutoGluon and GluonTS
- Research interests include time series analysis, generative models, probabilistic generative modeling, unsupervised learning, and representation learning
