{"id":13423087,"url":"https://github.com/dayyass/dayyass","last_synced_at":"2025-05-07T04:04:36.188Z","repository":{"id":39669506,"uuid":"312894478","full_name":"dayyass/dayyass","owner":"dayyass","description":null,"archived":false,"fork":false,"pushed_at":"2024-07-08T13:32:58.000Z","size":4205,"stargazers_count":44,"open_issues_count":0,"forks_count":24,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-05-07T04:04:29.742Z","etag":null,"topics":["computer-science","computer-vision","data-science","deep-learning","machine-learning","natural-language-processing","python","pytorch","reinforcement-learning"],"latest_commit_sha":null,"homepage":"https://dayyass.com","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/dayyass.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2020-11-14T20:15:14.000Z","updated_at":"2025-05-06T02:39:50.000Z","dependencies_parsed_at":"2024-04-17T06:46:21.800Z","dependency_job_id":"bbf7d1ee-a324-4c19-8389-4be041d06baa","html_url":"https://github.com/dayyass/dayyass","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dayyass%2Fdayyass","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dayyass%2Fdayyass/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dayyass%2Fdayyass/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dayyass%2Fdayyass/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dayyass","download_url":"https://codeload.github.com/dayyass/dayyass/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252810270,"owners_count":21807759,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["computer-science","computer-vision","data-science","deep-learning","machine-learning","natural-language-processing","python","pytorch","reinforcement-learning"],"created_at":"2024-07-30T23:01:06.827Z","updated_at":"2025-05-07T04:04:36.155Z","avatar_url":"https://github.com/dayyass.png","language":null,"funding_links":[],"categories":["Categories","Others"],"sub_categories":[],"readme":"![](https://komarev.com/ghpvc/?username=dayyass\u0026color=36b812)\u003cbr\u003e\n![](https://img.shields.io/github/followers/dayyass?style=social)\u003cbr\u003e\n![](https://img.shields.io/github/stars/dayyass?style=social)\u003cbr\u003e\n\n### Hi, my name is Dani 👋 and I ❤️ AI and Open-Source\n\n**Field of interests**: LLM, NLP, RL, Graphs, Distributed Systems\n\n**My telegram channel**: [Cat's Shredinger](https://t.me/cats_shredinger)\n\n\u003c!-- **Curriculum Vitae**: [cv.pdf](https://github.com/dayyass/dayyass/blob/main/cv.pdf) --\u003e\n\n### Skills 🛠️\n- **Languages**:\u0026nbsp;                         Python, SQL\n- **DS/ML/DL**:  \u0026nbsp;\u0026nbsp;                  SkLearn, PyTorch, Transformers\n- **Big Data**: \u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp; Hadoop, Spark\n- **DevOps**:    \u0026nbsp;\u0026nbsp;\u0026nbsp;\u0026nbsp;      Linux, Git, Docker\n\n### Work experience 👔\n| Job Position                  | Company                    | Field                         | Work Period       |\n| ----------------------------- | -------------------------- | ----------------------------- | ----------------- |\n| **Head of AI Transformation** | **Social Discovery Group** | **LLM, Conversational AI**    | **2024-05 — now** |\n| Research Scientist Lead       | SberDevices                | LLM, GigaChat                 | 2023-04 — 2024-05 |\n| NLP Team Lead                 | SberDevices                | Search, Information Retrieval | 2022-10 — 2023-04 |\n| NLP Tech Lead                 | Sber AI Lab                | NLP, MLOps, Mentoring         | 2021-05 — 2022-10 |\n| Senior NLP Engineer           | Tinkoff AI Lab             | Virtual Assistant \"Oleg\"      | 2021-02 — 2021-04 |\n| Middle NLP Engineer           | MTS AI Lab                 | NER with Pseudo-Labeling      | 2020-05 — 2021-02 |\n| Junior Data Scientist         | Sberbank                   | ML with Tabular Data, CV      | 2018-07 — 2020-05 |\n\n### Education 🎓\n- [Master’s Degree](https://github.com/dayyass/prior-knowledge-layer-for-sequence-tagging) @ Lomonosov Moscow State University (2019 - 2023)\n- [Bachelor's Degree](https://github.com/dayyass/bachelor-diploma) @ Plekhanov Russian University of Economics (2015 - 2019)\n\n### Projects 🐾\n- [MUSE TF -\u003e PT](https://github.com/dayyass/muse_tf2pt) - convert Multilingual Universal Sentence Encoder from TensorFlow to PyTorch and ONNX\n- [QaNER](https://github.com/dayyass/QaNER) - unofficial implementation of QaNER paper (NER via Extractive Question Answering)\n- [RLLib](https://github.com/dayyass/rllib) - Reinforcement Learning library\n- [MUSE as Service](https://github.com/dayyass/muse-as-service) - REST API for sentence embedding using Multilingual Universal Sentence Encoder\n- [PyTorch NER](https://github.com/dayyass/pytorch-ner) - pipeline for training NER models using PyTorch\n- [Text Classification Baseline](https://github.com/dayyass/text-classification-baseline) - pipeline for building text classification TF-IDF + LogReg baselines\n- [Graph-Based Clustering](https://github.com/dayyass/graph-based-clustering) - clustering using graph connected components and spanning trees\n\n### Public talks 🗣\n- [From Model to Service: Flask + Gunicorn + Docker](https://youtu.be/onPlqEO0lN0) @ Sberloga\n- [QaNER - NER via Exractive QA](https://youtu.be/JRec8FpjhpM) @ Sberloga\n- [Git Hooks Is All You Need](https://youtu.be/92OMAtdVIAs) @ Sberloga\n- [Web-Service for Sentence Embeddings](https://youtu.be/ZayiaA84oXg) @ Sberloga\n- [How to start a career in DS](https://youtu.be/_YrX25CpJWs) @ REU Data Science Club\n\n### Certifications 📜\n- [Practical Reinforcement Learning (with honors)](https://www.coursera.org/account/accomplishments/certificate/AUVVSHZFH7XZ) @ Coursera\n- [Introduction to Deep Learning (with honors)](https://www.coursera.org/account/accomplishments/certificate/D4VMH74AJHHK) @ Coursera\n- [Bayesian Methods for Machine Learning (with honors)](https://www.coursera.org/account/accomplishments/certificate/5R62SGB3G6GF) @ Coursera\n- [Hadoop. System for processing large amounts of data](https://stepik.org/cert/166893) @ Stepik\n\n\u003c!--- ### Conference participation 📈\n- IX International Scientific and Practical [Conference](https://it-mm.rea.ru/eng) named after A.I. Kitov \"Information Technologies and Mathematical Methods in Economics and Management\"\n- Deep and Machine Learning methods for document clustering and classification [tutorial](https://indico-hlit.jinr.ru/event/146/overview) in frames of The XXIII International Scientific [Conference](https://indico.jinr.ru/event/756) of Young Scientists and Specialists (AYSS-2019)  --\u003e\n\n### Hackathon participation 💻\n- [deNews](https://ethglobal.com/showcase/denews-djqvk) @ ETHOnline 2022\n- [Alzheimer's MRI Analysis](https://github.com/dayyass/synthetic_health_data_hackathon_2020) @ Synthetic Health Data Hackathon 2020\n\n### Achievements 🏆\n- Key contributor to [GigaChat](https://habr.com/ru/companies/sberbank/articles/730108/): Russian [most advanced](https://habr.com/ru/companies/sberdevices/articles/790470/) LLM\n- 500+ stars on GitHub and [10 packages](https://pypi.org/user/dayyass/) in **PyPI** with [38k+](https://pepy.tech) downloads\n- Contributor to **PyTorch**, **Scikit-Learn**, **SciPy**\n- Open Data Science **Best Contributor 2020**\n\n### GitHub Stats ⭐\n[![Dani El-Ayyass' github stats](https://github-readme-stats.vercel.app/api?username=dayyass\u0026show_icons=true)](https://github.com/anuraghazra/github-readme-stats)\n\nMore information in my [LinkedIn](https://www.linkedin.com/in/dayyass/) 🚀\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdayyass%2Fdayyass","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdayyass%2Fdayyass","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdayyass%2Fdayyass/lists"}