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AntoninJoly/README.md

Repositories are under constructions and need to be updated. I prefer to display results using notebook as they are convenient for visualization.

AI engineer and Tech lead

Working on developing MonstarLab AI team and activities.

Tasks 📝

  • ML/CV/DL/NLP/EDA projects from PoC and client talk to production.
  • AI team support / assignment / development / recruitment.
  • Facilitate and orchestrate cooperations across engineering teams.

Dev / management tools 💻

  • AI: OpenCV, PIL, numpy, pandas / feather, Keras, Pytorch, scikit-learn
  • BE: docker, lambda, Sagemaker
  • Management: JIRA, Gantt

Skills 🛠️

AI R&D experiences

  • Data processing & feature engineering.
  • Various computer vision project implying image transformation (homography, TPS), feature matching, object detection, ...
  • Text & tabular data regression/classification modelling.
  • Object detection & semantic segmentation as standalone solutions and instance segmentation.
  • Times series classification modelling.
  • A/B testing.
  • Clustering.

Backend R&D experiences

  • Dockerization of AI solutions
  • Cloud integration using AWS Lambda, ECR / Sagemaker

Aiming to develop in

  • GAN.
  • Other programming languages.

🔗 Connect with me

LinkedIn

Popular repositories Loading

  1. receipt_enhancement receipt_enhancement Public

    Jupyter Notebook 1

  2. gait_classification gait_classification Public

    Jupyter Notebook

  3. recommendation_anime recommendation_anime Public

    Jupyter Notebook

  4. AntoninJoly AntoninJoly Public

    Config files for my GitHub profile.

  5. sudoku sudoku Public

    Sudoku solver using CV, DL, ML and rule-based algorithms

    Jupyter Notebook

  6. basic_operations_and_notes basic_operations_and_notes Public

    Basic operations and AI related notes

    Jupyter Notebook