Skip to content
View YanaPolonskaya's full-sized avatar
☀️
☀️
11 followers · 16 following
  • Sweden

Achievements

Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

Block or report YanaPolonskaya

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.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
YanaPolonskaya/README.md

Hi! 👋

About Me

My name is Iana!

🚀 ML & ML Ops Engineer | Deploying Models & Building Production Pipelines | LLM & Computer Vision Solutions

I’m driven by building efficient Data Science workflows and deploying impactful models that improve products and bring value to real projects!

Contacts

Skills

💻 Programming & Scripting

  • 🐍 Python, C++, R, SQL, Bash

🛠️ Dev Tools & IDEs

  • VS Code, PyCharm, Jupyter Notebook/Lab, RStudio, DataGrip, DBeaver
  • Git, GitLab CI/CD, GitHub Actions

🐙 Orchestration & Workflow

  • Airflow, Prefect
  • MLflow, ClearML, DVC

🤖 Machine Learning & AI

  • 📈 Scikit-Learn, XGBoost, LightGBM, CatBoost, Prophet
  • 🧠 PyTorch, TensorFlow, Keras, Diffusers
  • 🔧 Triton, TensorRT, ONNX
  • 🔡 Ollama, vLLM, LangChain, HuggingFace

🐧 Operating Systems & Containers

  • 🐧 Linux, 🐳 Docker, Kubernetes
  • ⚙️ Terraform, Ansible

📊 Data Analysis & Visualization

  • 🧮 Numpy, Pandas, SciPy, Statsmodels
  • 📉 Matplotlib, Seaborn, Plotly, Dash, Tableau

💾 Databases & Big Data

  • 🐘 Hadoop, HDFS, Spark
  • 🐘 ClickHouse, MySQL, PostgreSQL
  • 🗄️ Redis, MongoDB
  • 📦 S3, MinIO (Object Storage / Data Lake)

🌐 Web & API

  • 🌐 FastAPI, Flask, Dash, Streamlit, Gradio

☁️ Cloud & Monitoring

  • ☁️ AWS, Yandex.Cloud
  • 📊 Prometheus, Grafana

Pinned Loading

  1. aimclub/FEDOT aimclub/FEDOT Public

    Automated modeling and machine learning framework FEDOT

    Python 702 90

  2. ITMO-NSS-team/nas-fedot ITMO-NSS-team/nas-fedot Public

    The implementation of the Neural Architecture Search based at the Fedot framework

    Jupyter Notebook 34 5

  3. ITMO-NSS-team/FEDOT-benchmarks ITMO-NSS-team/FEDOT-benchmarks Public

    Comparison tool for the state-of-the-art AutoML frameworks

    Python 4 3

  4. ITMO-NSS-team/breakwaters-evolutionary-optimisation ITMO-NSS-team/breakwaters-evolutionary-optimisation Public

    The repository of the software system for the multi-objective optimisation of breakwaters using an evolutionary approach and numerical wind wave simulation

    Python 4