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:octocat:
π==3
:octocat:
π==3
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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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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
Visualization
BI & Analytics
Scientific
Backend & DBMS
DevOps & Cloud (base)
Documentation
Mathematics Statistical Learning / Optimization / Linear Algebra / Calculus / Probability & Statistics / Graph Theory / Discrete Math / Quantum Computing

Diplomas and Certificates

Projects

Dynamic RoI Detection with Tracking
Object detection inside a dynamic RoI built from tram track segmentation
 Real-time Censorship API
Real-time content filtering for online meetings
Visual Fashion Recommendation
Recommends clothing items by visual similarity
 Text-to-BPMN
Generates BPMN diagrams from natural language descriptions
Heart Disease Classification
Heart disease prediction on tabular clinical data
 Sign Language to Text
ASL and RSL to text, and text back to sign animation
Pose-Driven 3D Characters
Animates 3D characters from human pose
 Hand-Tracking Drawing
Drawing in the air with hand tracking, including 3D
Sarcasm Detection
Sarcasm classification with a transformer-based network
 Demographic Analysis
Regression analysis of demographic data for Russia and Japan
Gas Export Impact
Regression analysis of the economic impact of gas exports
 Parallel Image Encryption
Image encryption parallelized with OpenMP and MPI
EncryptIT
Encryption web application built with Spring
 SPbSTU (Bachelor and Magistracy)
University coursework collections

Publications

Check my site also :)

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