https://github.com/dayyass/dayyass
https://github.com/dayyass/dayyass
computer-science computer-vision data-science deep-learning machine-learning natural-language-processing python pytorch reinforcement-learning
Last synced: 3 months ago
JSON representation
- Host: GitHub
- URL: https://github.com/dayyass/dayyass
- Owner: dayyass
- Created: 2020-11-14T20:15:14.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-07-08T13:32:58.000Z (9 months ago)
- Last Synced: 2025-01-01T07:19:49.449Z (3 months ago)
- Topics: computer-science, computer-vision, data-science, deep-learning, machine-learning, natural-language-processing, python, pytorch, reinforcement-learning
- Homepage: https://dayyass.com
- Size: 4.01 MB
- Stars: 41
- Watchers: 2
- Forks: 25
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
- fucking-awesome-github-profile-readme - Dani El-Ayyass
- awesome-github-profile-readme - Dani El-Ayyass
README
### Hi, my name is Dani 👋 and I ❤️ AI and Open-Source
**Field of interests**: LLM, NLP, RL, Graphs, Distributed Systems
**My telegram channel**: [Cat's Shredinger](https://t.me/cats_shredinger)
### Skills 🛠️
- **Languages**: Python, SQL
- **DS/ML/DL**: SkLearn, PyTorch, Transformers
- **Big Data**: Hadoop, Spark
- **DevOps**: Linux, Git, Docker
### Work experience 👔
| Job Position | Company | Field | Work Period |
| ----------------------------- | -------------------------- | ----------------------------- | ----------------- |
| **Head of AI Transformation** | **Social Discovery Group** | **LLM, Conversational AI** | **2024-05 — now** |
| Research Scientist Lead | SberDevices | LLM, GigaChat | 2023-04 — 2024-05 |
| NLP Team Lead | SberDevices | Search, Information Retrieval | 2022-10 — 2023-04 |
| NLP Tech Lead | Sber AI Lab | NLP, MLOps, Mentoring | 2021-05 — 2022-10 |
| Senior NLP Engineer | Tinkoff AI Lab | Virtual Assistant "Oleg" | 2021-02 — 2021-04 |
| Middle NLP Engineer | MTS AI Lab | NER with Pseudo-Labeling | 2020-05 — 2021-02 |
| Junior Data Scientist | Sberbank | ML with Tabular Data, CV | 2018-07 — 2020-05 |
### Education 🎓
- [Master’s Degree](https://github.com/dayyass/prior-knowledge-layer-for-sequence-tagging) @ Lomonosov Moscow State University (2019 - 2023)
- [Bachelor's Degree](https://github.com/dayyass/bachelor-diploma) @ Plekhanov Russian University of Economics (2015 - 2019)
### Projects 🐾
- [MUSE TF -> PT](https://github.com/dayyass/muse_tf2pt) - convert Multilingual Universal Sentence Encoder from TensorFlow to PyTorch and ONNX
- [QaNER](https://github.com/dayyass/QaNER) - unofficial implementation of QaNER paper (NER via Extractive Question Answering)
- [RLLib](https://github.com/dayyass/rllib) - Reinforcement Learning library
- [MUSE as Service](https://github.com/dayyass/muse-as-service) - REST API for sentence embedding using Multilingual Universal Sentence Encoder
- [PyTorch NER](https://github.com/dayyass/pytorch-ner) - pipeline for training NER models using PyTorch
- [Text Classification Baseline](https://github.com/dayyass/text-classification-baseline) - pipeline for building text classification TF-IDF + LogReg baselines
- [Graph-Based Clustering](https://github.com/dayyass/graph-based-clustering) - clustering using graph connected components and spanning trees
### Public talks 🗣
- [From Model to Service: Flask + Gunicorn + Docker](https://youtu.be/onPlqEO0lN0) @ Sberloga
- [QaNER - NER via Exractive QA](https://youtu.be/JRec8FpjhpM) @ Sberloga
- [Git Hooks Is All You Need](https://youtu.be/92OMAtdVIAs) @ Sberloga
- [Web-Service for Sentence Embeddings](https://youtu.be/ZayiaA84oXg) @ Sberloga
- [How to start a career in DS](https://youtu.be/_YrX25CpJWs) @ REU Data Science Club
### Certifications 📜
- [Practical Reinforcement Learning (with honors)](https://www.coursera.org/account/accomplishments/certificate/AUVVSHZFH7XZ) @ Coursera
- [Introduction to Deep Learning (with honors)](https://www.coursera.org/account/accomplishments/certificate/D4VMH74AJHHK) @ Coursera
- [Bayesian Methods for Machine Learning (with honors)](https://www.coursera.org/account/accomplishments/certificate/5R62SGB3G6GF) @ Coursera
- [Hadoop. System for processing large amounts of data](https://stepik.org/cert/166893) @ Stepik
### Hackathon participation 💻
- [deNews](https://ethglobal.com/showcase/denews-djqvk) @ ETHOnline 2022
- [Alzheimer's MRI Analysis](https://github.com/dayyass/synthetic_health_data_hackathon_2020) @ Synthetic Health Data Hackathon 2020
### Achievements 🏆
- Key contributor to [GigaChat](https://habr.com/ru/companies/sberbank/articles/730108/): Russian [most advanced](https://habr.com/ru/companies/sberdevices/articles/790470/) LLM
- 500+ stars on GitHub and [10 packages](https://pypi.org/user/dayyass/) in **PyPI** with [38k+](https://pepy.tech) downloads
- Contributor to **PyTorch**, **Scikit-Learn**, **SciPy**
- Open Data Science **Best Contributor 2020**
### GitHub Stats ⭐
[](https://github.com/anuraghazra/github-readme-stats)
More information in my [LinkedIn](https://www.linkedin.com/in/dayyass/) 🚀