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caitlon/README.md

Hi, I'm Katya

AI Engineer Β· ML Engineer

πŸ”¬ About Me

  • AI & ML Engineer with real-world experience in building, evaluating, and deploying intelligent systems and data pipelines.
  • Conducting applied research at the Czech University of Life Sciences Prague (ČZU) focusing on machine learning methods, fuzzy mathematical modeling, and decision-support algorithms.
  • Building production-grade ML/AI systems using Python, PyTorch, PySpark, Azure, Docker & FastAPI.
  • Strong foundation in math, statistics, and clean architecture design.

πŸ† Featured Project

πŸ₯‡ Award-Winning Applied Research Project β€” Award winner in the Competition for the Best Publication and Applied Project at the international Agrarian Perspectives conference.
🌐 Live Web Application: becomify.app Β· πŸ“š Documentation: docs.becomify.app

Python FastAPI React TypeScript PostgreSQL

Software that helps panels of experts turn genuine disagreement into defensible decisions under fuzzy uncertainty.

  • Implements the BeCoMe (Best Compromise Mean) method using triangular fuzzy numbers, median/mean consensus aggregation, and outlier-resistant disagreement metrics.
  • Complete full-stack architecture with real-world case studies (flood prevention policy, COVID-19 budget allocation, cross-border mobility).

πŸ› οΈ Tech Stack

GenAI & MLOps

Hugging Face LangChain Ollama MLflow

ML & AI Engineering

ML & AI Engineering

Languages & Frameworks

Languages & Frameworks

Cloud & Infrastructure

Cloud & Infrastructure


πŸ“Š GitHub Stats & Activity

streak graph languages graph
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  1. BeCoMe BeCoMe Public

    Full-stack web application for BeCoMe group decision-making method under fuzzy uncertainty. FastAPI + React.

    Python 1