1 year experience as a ML/DL engineer at Huawei Databases Lab.
- Prototype of distributed AutoML (based on Bayesian optimization)
developed - 0.79 AUC in Home Credit Default Risk competition on Kaggle (this is really good for automatic ML, w/o manual features generation).
- The current project is to build an RL driven DBMS optimizer.
Remote OK | rok.co/@aryabtsev |
Skilled in | deep learning dl python machine learning ml rl natural language processing computer science mathematics algorithms data structures docker sql postgresql bash linux numpy scipy pandas pytorch xgboost lightgbm catboost statistical analysis |
Fluent in | english |
Preferred timezone | 0, +1, +2, +3, +4 |
Preferred annual pay (min) | $45,000/year |
Last seen | 3 years ago |
Signed up | 3 years ago |
Badges |
๐ Early adopter |
2019 - Now: ML/DL engineer @ Huawei