ludiemert - Overview

Hi there! I'm Luciana

💻 Machine Learning Developer • Python • Computer Vision (Applied ML)

👩‍💻 About Me

🧠 Focused on Machine Learning & Applied Computer Vision
🐍 Python developer with hands-on experience building ML projects end-to-end
💻 8+ years of experience in Data Center Operations
🌍 Dual Citizenship: German 🇩🇪 + Brazilian 🇧🇷
🤝 Volunteer developer in an international team (Brazil, Germany, Bolivia)
🚀 Currently transitioning into Machine Learning / Applied AI roles

🧠 Machine Learning Skills

Supervised Learning (Regression & Classification)
Data Cleaning, EDA & Feature Engineering
Model Evaluation (Accuracy, Precision, Recall, F1-score)
Overfitting & Regularization (Ridge, Lasso)
Basic Hyperparameter Tuning
Serving models via Python APIs (Flask)

🔥 Tech Stack (Prioritized for AI/ML)

🧠 AI & Machine Learning (Core)

👁️ Computer Vision (Core)

🗃️ Databases (Supporting)

🛠️ Backend & APIs (Supporting)

🎨 Frontend (Supporting Experience)

⚙️ DevOps & Tools (Supporting)

🚀 Featured AI/ML Projects

🔹 AI Credit Score Prediction

ML model that predicts credit score categories using Random Forest & KNN
Tech: Python | Scikit-learn | Pandas
🔗 https://github.com/ludiemert/IA_predictions_Python

🔹 Customer Churn Analysis

Data analysis and visualization identifying key churn factors
Tech: Python | Pandas | Plotly
🔗 https://github.com/ludiemert/Data_analysis_PY

🔹 Python Automation System (CV + RPA)

Automation pipeline combining OpenCV + Python scripting
Tech: Python | PyAutoGUI | OpenCV
🔗 https://github.com/ludiemert/Python_Task_Automation

🔹 Real-Time Chat App

Socket-based chat application built with Python + Flask
🔗 https://github.com/ludiemert/chat_friends_PY

📚 Currently Learning

Deep Learning (next step):
→ Neural Networks fundamentals
→ CNNs for Computer Vision
→ PyTorch / TensorFlow

DevOps Roadmap:
✔ Docker
✔ GitHub Actions
→ CI/CD
→ IaC with Terraform
→ Containers & Orchestration