🚀 About Me 👨💼 Stavros Theocharis - Head of Artificial Intelligence | Co-organizer, Patras AI Meetup | Medium Writer
I am a seasoned professional, currently serving as the Head of Artificial Intelligence. With extensive experience in research, project management, and technical implementation, I have successfully led diverse teams in executing cutting-edge solutions for both European Union projects and commercial products. My journey has been marked by a commitment to merging innovation with data science, driving impactful results in AI's dynamic landscape.
- AI & Innovation Leadership: Spearheading teams and strategies in AI, data science, and innovation.
- Diverse Experience: Bridging research, innovation, and real-world AI applications.
- Ethical AI: Integrating ethical considerations into AI projects to ensure responsible and fair AI development.
- Public Speaking: Engaging audiences at various AI and software events, sharing insights on AI advancements.
- Generative AI and LLMs: Leading projects involving timeseries analysis, generative AI, and large language models (LLMs).
- Data Pipelines: Orchestration tools, Unit tests, FastAPI, Docker.
- Machine Learning & AI: TensorFlow, PyTorch, Timeseries models, Computer Vision models, LangChain Generative AI.
- Data Analysis: Pandas, Numpy, Scikit-learn.
- MLOps: MLflow, Evidently
- Explainable AI: Lime, Shap, GradCam, LRP.
- Computer Vision & Segmentation: Advanced skills in image processing and analysis, Yolo models
- Language Model Systems (LLMs): Developing and implementing cutting-edge language models.
- Timeseries: ARIMA, Prophet, LLMs, NBEATS, NHITS, Cronos
- Contributions:
- Leading advanced research and development tasks.
- Implementing sentiment analysis and anomaly detection systems.
- Developing AI models for healthcare and fintech applications.
- Leading computer vision and segmentation projects.
- Innovating in language model systems for various applications.
- Technical lead on projects involving timeseries analysis, generative AI, and LLMs.
- LinkedIn: Stavros Theocharis
- Medium: Stavros Theocharis
- AI & Data Science: Deep learning, Predictive modeling, Data mining, Computer vision.
- Project Management: Team leadership, Strategic planning, Agile methodologies.
- Data Engineering: Proficient in Docker, MongoDB, SQL.
- Programming: Skilled in PyTorch, Tensorflow, OpenCV, Streamlit, Scikit-learn, FastAPI.