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AnnacKK/README.md

🦇 Welcome

I’m Anna
a Machine Learning Engineer who builds models that are
precise, resilient, and slightly dangerous. and Tech Writer

Soft mind. Sharp models.


🖤 About Me

  • 🎓 BSc in Computer Science — Dnipro National University
  • 🧠 ML Engineer (2023–present) — contract work in team and as one-team-engineer
  • 🩸 Domains: ML · NLP · Finance · LLM ·GenAI ·RAG ·CV ·MLOps ·Math Optimization
  • 🌍 Languages: Ukrainian (native), English

I work at the intersection of mathematics, research, and production ML,
turning raw data into systems that survive real-world chaos.


⚙️ Tech Arsenal

TensorFlow OpenCV Kubernetes Python PyTorch C# Julia AWS MySQL Postgres mlflow NumPy Pandas scikit-learn Scipy Plotly GitLab CI GitLab Git Apache Spark Jenkins


🩶 What I Do Best

  • Build all types of models
  • Design end-to-end ML production-ready pipelines
  • Improve model accuracy by 10–30% with task-based metrics and R&D
  • Reduce training time by up to 50% through advances data preparation and EDA
  • Deploy models that don’t panic in production
  • Write tech articles that helps professionals and students
  • Learn about many things even if it seems hard
  • Dream

🦴 Projects & Writing

  • 🧪 KaggleAnnack research, experiments, new ML approaches
  • ✍️ Article Writer
    @mlfromjun / Neurolace
    Writing about ML · MLOps · Math

🕸 Certifications

  • Machine Learning Specialization
  • Deep Learning Specialization
  • Machine Learning in Production (MLOps)
  • TensorFlow Developer Specialization

🦇 Find Me in the Dark


“Strong systems are born in the dark.”

Pinned Loading

  1. GAIA_BASIN GAIA_BASIN Public

    Gaia (The Foundation) Basin (The Dune) is didgital garden which contains ML, Math and related topics

  2. SOFTSERVE_multimodal_RAG SOFTSERVE_multimodal_RAG Public

    Multimidal RAG with Hybrid Search (Retrival+Reranking) and embedding search (Dense+BM25). For speed up used Small-To-Big Approach

    Python

  3. Notion_RAG Notion_RAG Public

    Notion RAG on notes from Notion repo. Using optimization for speed up. See READme for more

    Python 1

  4. Chords-detection-via-online-stream Chords-detection-via-online-stream Public

    Chords detection using YOLOv5

    Jupyter Notebook

  5. GAN-music-generation-based-on-NLP-genre-detection GAN-music-generation-based-on-NLP-genre-detection Public

    Jupyter Notebook

  6. Kaggle-Competitions Kaggle-Competitions Public

    Jupyter Notebook