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π==3
:octocat:
π==3

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MathematicLove/README.md

About me

  • Education:
    • Bachelor: SPbSTU, ICCS, Math and computer science, AI systems and supercomputer technologies;
    • Master's degree: SPbSTU, ICCS, Math and computer Science, Machine Learning and artificial intelligence.
  • Experience:
    • 1.6 years of hands-on experience in building and integrating AI systems at TheBloomsBridge, including RAG architectures, Large Language Models (LLMs), YOLOv8 for object detection, and backend development;
    • 2 months of hands-on delta robot design practice in MuJoCo environments;
    • More than 150 lab's and pet-projects on Java, Python, Haskell and C++ solved.
  • I LOVE HASKELL BTW!
  • Website (CV):

Skills

Languages
Data Science, ML & CV
MLOps
Visualization
BI & Analytics
Scientific
DBMS & Message Brokers
DevOps (basics)
Cloud (basics)
Mathematics Statistical Learning, Optimization, Linear Algebra, Calculus, Probability & Statistics, Graph Theory, Discrete Math, Quantum Computing

Diplomas and Certificates

Pinned Loading

  1. tram-dynamic-roi-tracker tram-dynamic-roi-tracker Public

    Seven trained segmentation models and three detectors are presented. An algorithm for detecting foreign objects on tram tracks based on segmentation was implemented, achieving a Dice segmentation a…

    Python 2

  2. fashion-recommendation fashion-recommendation Public

    Upload a photo of a single garment (or type a query). CLIP recognizes its type, color and style, and the app assembles several complete outfits by fetching matching items from the web.

    Python 1

  3. hand-tracking-drawing hand-tracking-drawing Public

    Draw in the air with your hand, then view the drawing as a rotatable 3D object.

    Python 1

  4. pose-driven-3d-characters pose-driven-3d-characters Public

    Drive a rigged 3D character with body pose keypoints from a camera.

    Python 1

  5. real-time-censorship real-time-censorship Public

    Real time NSFW detection and automatic blur. Point it at a webcam and anything explicit is covered before the frame is ever shown, at 60 to 100 fps. Ships as a plain HTTP API, so it drops into any …

    Jupyter Notebook

  6. aofitasotr/bpmn-architect aofitasotr/bpmn-architect Public

    Python 2