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Rocket Science
190 followers · 135 following

Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Public SponsorAchievement: StarstruckAchievement: Arctic Code Vault Contributor
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Achievements

Achievement: Pull Sharkx3Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: YOLOAchievement: Public SponsorAchievement: StarstruckAchievement: Arctic Code Vault Contributor
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dayyass/README.md




Hi, my name is Dani 👋 and I ❤️ AI and Open-Source

Field of interests: AGI, NLP, RL, Graphs, Distributed Systems

My telegram channel: Cat's Shredinger

Skills 🛠️

  • Languages:  Python, SQL
  • DS/ML/DL:    SkLearn, PyTorch, Transformers
  • Big Data:       Hadoop, Hive, Spark
  • DevOps:       Linux, Git, Docker

Work experience 👔

Job Position Company Field Work Period
Research Scientist SberDevices AGI, LLM, RLHF, GigaChat 2023-04 — now
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 🎓

Projects 🐾

  • QaNER - unofficial implementation of QaNER paper (NER via Extractive Question Answering)
  • RLLib - Reinforcement Learning library
  • MUSE as Service - REST API for sentence embedding using Multilingual Universal Sentence Encoder
  • PyTorch NER - pipeline for training NER models using PyTorch
  • Text Classification Baseline - pipeline for building text classification TF-IDF + LogReg baselines
  • Graph-Based Clustering - clustering using graph connected components and spanning trees

Public talks 🗣

Certifications 📜

Hackathon participation 💻

Achievements 🏆

  • Published 10 packages to PyPI with 25k+ downloads
  • Contributor to PyTorch, Scikit-Learn, SciPy
  • Open Data Science Best Contributor 2020

GitHub Stats ⭐

Dani El-Ayyass' github stats

More information in my LinkedIn 🚀

Pinned

  1. QaNER QaNER Public

    Unofficial implementation of QaNER: Prompting Question Answering Models for Few-shot Named Entity Recognition.

    Python 62 6

  2. rllib rllib Public

    Reinforcement Learning Library.

    Python 29

  3. pydfs pydfs Public

    Distributed File System written in Python

    Python 14

  4. muse-as-service muse-as-service Public

    REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

    Python 52 5

  5. text-classification-baseline text-classification-baseline Public

    Pipeline for fast building text classification TF-IDF + LogReg baselines.

    Python 63 4

  6. pytorch-ner pytorch-ner Public

    Pipeline for training NER models using PyTorch.

    Python 54 7