Machine Learning Engineer | NLP • Time-Series • Computer Vision | Python | Full-Stack Developer
Welcome to my GitHub! I'm a passionate Machine Learning Engineer currently pursuing my Master's in Data Science and AI at Universität des Saarlandes. I specialize in building end-to-end ML solutions — from data pipelines to model deployment — and have hands-on experience in full-stack web development and cloud technologies.
Languages:
Python JavaScript C++ HTML/CSS
Machine Learning & Data:
scikit-learn Pandas NumPy Matplotlib OpenCV NLTK OCR PCA
Web Development:
Node.js Express.js React.js MongoDB Firebase
Cloud & Platforms:
Azure Git & GitHub Jupyter Notebook REST APIs
Built a machine learning pipeline to classify physical activities from sensor data. Achieved 93% accuracy using Random Forest and SVM classifiers.
Python, scikit-learn, Pandas, PCA, Matplotlib
Focus: Time-series data, feature engineering, model evaluation
Performed sentiment classification on 10,000+ medical reviews to extract insights on user satisfaction and drug performance.
Python, TF-IDF, Logistic Regression, NLTK, Topic Modeling
Focus: NLP, healthcare analytics, sentiment trends
Designed a full-stack web application to optimize inventory and reduce stockouts by 20%.
Node.js, Express, React.js, MongoDB
Focus: Real-time dashboard, authentication, backend APIs
- Advanced deep learning (transformers, diffusion models)
- MLOps practices (CI/CD for ML, MLflow)
- Real-world cloud deployment on Azure & GCP