Skip to content
View caitlon's full-sized avatar
๐Ÿฆ™
Flibbertigibbeting
๐Ÿฆ™
Flibbertigibbeting

Highlights

  • Pro

Organizations

@Wikipefia

Block or report caitlon

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please donโ€™t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this userโ€™s behavior. Learn more about reporting abuse.

Report abuse
caitlon/README.md

Hi, I'm Katya

AI Engineer ยท ML Engineer

๐Ÿ”ฌ 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 (ฤŒZU) 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.

๐Ÿ† Featured Project

๐Ÿฅ‡ Award-Winning Applied Research Project โ€” Award winner in the Competition for the Best Publication and Applied Project at the international Agrarian Perspectives conference.
๐ŸŒ Live Web Application: becomify.app ยท ๐Ÿ“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).

๐Ÿ› ๏ธ Tech Stack

GenAI & MLOps

Hugging Face LangChain Ollama MLflow

ML & AI Engineering

ML & AI Engineering

Languages & Frameworks

Languages & Frameworks

Cloud & Infrastructure

Cloud & Infrastructure


๐Ÿ“Š GitHub Stats & Activity

streak graph languages graph
github-snake

Pinned Loading

  1. BeCoMe BeCoMe Public

    Web app for group decisions under uncertainty: experts give fuzzy estimates, and the BeCoMe (Best Compromise Mean) method aggregates them into one result. An AI assistant answers questions about thโ€ฆ

    Python 1