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Hi, my name is Dani πŸ‘‹ and I ❀️ AI and Open-Source

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

My telegram channel: Cat's Shredinger

Skills πŸ› οΈ

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

Work experience πŸ‘”

Job Position Company Field Work Period
Head of AI Transformation Social Discovery Group LLM, Conversational AI 2024-05 β€” now
Research Scientist Lead SberDevices LLM, GigaChat 2023-04 β€” 2024-05
NLP Team Lead SberDevices Search, Information Retrieval 2022-10 β€” 2023-04
NLP Tech Lead Sber AI Lab NLP, MLOps, Mentoring 2021-05 β€” 2022-10
Senior NLP Engineer Tinkoff AI Lab Virtual Assistant "Oleg" 2021-02 β€” 2021-04
Middle NLP Engineer MTS AI Lab NER with Pseudo-Labeling 2020-05 β€” 2021-02
Junior Data Scientist Sberbank ML with Tabular Data, CV 2018-07 β€” 2020-05

Education πŸŽ“

Projects 🐾

  • MUSE TF -> PT - convert Multilingual Universal Sentence Encoder from TensorFlow to PyTorch and ONNX
  • 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 πŸ—£

Certifications πŸ“œ

Hackathon participation πŸ’»

Achievements πŸ†

  • Key contributor to GigaChat: Russian most advanced LLM
  • 500+ stars on GitHub and 10 packages in PyPI with 38k+ 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 πŸš€

Dani El-Ayyass's Projects

bachelor-diploma icon bachelor-diploma

Diploma thesis: "Assessment of credit organizations borrowers' default rate" (2019).

extended-naive-bayes icon extended-naive-bayes

[WIP] Extension of sklearn Naive Bayes models that allows sampling and more feature distributions.

hpc icon hpc

My experiments with MPI and OpenMP

image-captioning icon image-captioning

My solution to the Image Captioning Final Project of the Coursera "Introduction to Deep Learning" course with trained model deployed as telegram bot.

kaggle icon kaggle

My solutions for different Kaggle Competitions.

ml-interviews icon ml-interviews

My solutions for Home Assignments for Machine Learning Job Interviews.

muse-as-service icon muse-as-service

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

muse_tf2pt icon muse_tf2pt

Convert MUSE from TensorFlow to PyTorch and ONNX

pydfs icon pydfs

Distributed File System written in Python

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