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Skills

  • Artificial Intelligence
  • Chatbots
  • Data Classification
  • Data Extraction
  • Data Modeling
  • Language Learning
  • Machine Learning
  • Programming
  • Python
  • Regression Testing
  • Sales Growth
  • Stock Trading
  • Time Series Analysis

Services

  • Natural Language Processing Tasks

    $20/hr Starting at $80 Ongoing

    Dedicated Resource

    Any natural language processing task with main language models like (BERT, BART, DeBERTa, RoBERTa, GPT3, MT5, T5, XLNet etc.) • text classification (sentimental analysis, categorization) • named entities...

    Artificial IntelligenceChatbotsData ExtractionLanguage LearningProgramming

  • Time series forecasting

    $20/hr Starting at $80 Ongoing

    Dedicated Resource

    Applying AI capabilities to analize any type of time series data for wide range of tasks: - stock markets predictions - weather forecasting - sales growth predictions - equipment failure prediction Preprocessing...

    Data ClassificationData ModelingMachine LearningRegression TestingSales Growth

About

Make AI accesible!

Greetings! My name is Igor Safronov, I am a Python programmer. I specialize in the development of artificial intelligence in the field of natural languages ​​(NLP) and time series forecasting.
I understand the principle of operation of a neural network, the logic of building its architecture and the influence of the selected variables on the final result. I studied at Harvard with a degree in CS50 Artificial intelligence and am constantly expanding my knowledge in this area by watching MIT Deep learning lectures and reading articles on Medium.com.

Here is a list of tasks which i handle with:
- fine tuning of pretrained language models (BERT, BART, DeBERTa, RoBERTa, GPT3, MT5, T5, XLNet) for various tasks:
• text classification (sentimental analysis, categorization)
• zero-shot categorization
• named entities and relationships recognition (NER, NEL)
• text generation
• summarisation
• question answering (QA, table QA)
• texy similarity
- integration of AI with chat-bots;
- manual markup of datasets for AI training;
- preliminary processing of texts (cleaning, tokenization, regular expressions);
- development and training of convolutional and recurrent neural networks from scratch for tasks:
• data classification (category prediction based on passed parametres)
• regression (prediction of numerical values)

My stack: Tensorflow, Transformers, Pandas, Numpy, scikit-learn, scipy, nltk, Matplotlib, Gensim, label studio, hugginface, github

Work Terms

Crypto currency wallets/ Binance p2p. Payment upon completion.

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