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I use linux Arch, btw
🩵
I use linux Arch, btw
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Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: QuickdrawAchievement: Pull Shark

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SuperYanka/README.md

💖 Hi! I'm Yana 💖

SuperYanka Logo

Automation & AI Engineer • Data Science • Industrial IoT

Typing SVG

🌸 About Me 🌸

🎓 Education 🤖 Interested in:
Automation & AI engineer from KPI (Kyiv Polytechnic Institute) Machine learning • Control systems • Industrial IoT • Data analysis for engineering systems



⬇️ ⬇️ ⬇️

Portfolio

⚙️ Engineering Projects ⚙️

Project Description Links Technologies
🔥 Furnace Control System Diploma project: mathematical modeling and PI/MPC control of a tubular furnace. GitHub · Website MATLAB · Simulink
🕹️ PLC Control Systems Control systems for Lomikont L-110, PLC-154 and MIK-51 controllers. GitHub CoDeSys · ST · FBD
🌐 Industrial IoT Furnace ESP32-based monitoring system for furnace data using MQTT. GitHub ESP32 · MQTT · Flask

🤖 Machine Learning Projects 🤖

Project Description Links Technologies
🏭 Intelligent Industrial Data Analysis Intelligent data analysis methods for industrial process monitoring data. GitHub MATLAB · Neural Networks · ANFIS
💬 Sentiment Analysis Sentiment classification of IMDB reviews using classical NLP methods. GitHub · Kaggle Python · NLP · Word2Vec · Scikit-learn
🏠 House Prices House price prediction project with regression models and deployment. GitHub · Kaggle Python · Docker · Scikit-learn · Pandas

My Tech Stack

Data Science & ML Backend & DevOps Frontend & Web
Databases Design & Media Tools & Platforms

🧁 Fun Facts 🧁

🌵 Cacti 🎼 Music 🎨 Creativity 🎮 YouTube 🌐 Website
Collect cacti, main one is Stas Play instruments and love music Drawing, design and visual storytelling @superyankaplay Personal Website · GitHub

💌 Contact 💌

Neon Cat

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  1. vacuum-distillation-control-system vacuum-distillation-control-system Public

    Automation and control system design for vacuum distillation of fuel oil with PI and MPC controllers (MATLAB/Simulink).

    MATLAB 2

  2. plc-discrete-output-control plc-discrete-output-control Public

    Control algorithms for discrete outputs of industrial PLC controllers (Lomikont L-110, PLC154, MIK-51) using ST, FBD and CoDeSys.

    2

  3. house-prices-regression house-prices-regression Public

    🏡 Advanced regression models for house price prediction with FastAPI & Docker deployment (Kaggle)

    Jupyter Notebook 2

  4. imdb-sentiment-analysis-nlp imdb-sentiment-analysis-nlp Public

    Sentiment analysis of IMDB movie reviews using TF-IDF and Word2Vec embeddings. Compared Logistic Regression, Naive Bayes and Random Forest models. /// Анализ обзоров фильмов на IMDB с использование…

    Jupyter Notebook 2

  5. superyanka-website superyanka-website Public

    Персональный неоновый сайт-портфолио с анимациями, плеером и проектами 🎧🌐 Neon-themed personal portfolio with animations, audio player, and data science projects

    HTML 2