University Hospital Center
Developed a solution for monitoring psychiatric patients' activity in a medical environment by analyzing Wi-Fi signals. This innovative approach ensures patient privacy by replacing camera systems with Wi-Fi-based tracking. The model achieved 95% accuracy.
Innovx
Migrated a .NET application to FastAPI. Complete endpoint validation via Postman, ensuring functional integrity. Automated CI/CD with Azure DevOps. Containerization via Docker.
A collection of projects showcasing my skills in AI/ML, web development, and DevOps. Click on any project to explore more details.
Full-stack application predicting hourly energy consumption via Machine Learning models. Load optimization through genetic algorithms. Interactive dashboard (Plotly Dash), JWT authentication, secure REST API.
Desktop voice assistant built with PyQt enabling system tasks (open apps, send emails, generate code) via voice command. Offline STT using Whisper.cpp, quantized LLM (Llama 3) for interpretation, autonomous agents for execution. Fine-tuned on 500 custom commands.
Streamlit web tool automatically analyzing PDF resumes via NLP (spaCy, PyPDF2) and RAG (LLM). Structured extraction of skills, experiences, education. Job recommendation engine based on semantic matching and MySQL history.
National School of Electricity and Mechanics
Focused on software engineering, artificial intelligence, and digital transformation with advanced coursework in machine learning and cloud architecture.
Preparatory Classes for Engineering Schools
Intensive preparation for engineering entrance examinations with advanced mathematics and physics curriculum.
Feel free to reach out if you'd like to collaborate on a project, have a question, or just want to connect!
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