AI Engineer | Data Scientist | ML Engineer
I build practical AI products for real-world impact, especially in digital health, computer vision, and ML-powered decision support.
I focus on the full lifecycle: from data and modeling to APIs, deployment, and user-facing apps.
- Systems Engineer specialized in Artificial Intelligence
- Experience building end-to-end solutions with ML/DL, NLP, LLM workflows, and MLOps
- Strong interest in healthcare AI, explainability, and responsible deployment
- Based in Trujillo, La Libertad, Peru
End-to-end TEA screening platform with React frontend + FastAPI backend + PostgreSQL.
- Frontend: https://github.com/TEAnimo/Frontend
- Backend: https://github.com/TEAnimo/Backend
- Live demo: https://page.teanimo.tech/
Computer vision pipeline with MLflow tracking and Streamlit app.
- Repo: https://github.com/ErnestoSCL/asistente-tamizaje-leucemia
- Live demo: https://asistente-tamizaje-leucemia.streamlit.app/
Deep learning classification app for oral cancer screening support.
- Repo: https://github.com/ErnestoSCL/clasificacion-cancer-bucal
- Live demo: https://clasificacion-cancer-bucal.streamlit.app/
Histopathological image classification with FastAPI + Streamlit.
- Repo: https://github.com/ErnestoSCL/app-prediccion-oscc
- Live demo: https://app-prediccion-oscc-v1.streamlit.app/
Multimodal MRI pipeline with PyTorch, FastAPI, and Streamlit.
- Repo: https://github.com/ErnestoSCL/app_prediccion_autismo_fusion_embeddings
- Live demo: https://app-prediccion-autismo-fusion-embeddings.streamlit.app/
Pneumonia screening assistant with TensorFlow + Gradio.
- Repo: https://github.com/ErnestoSCL/PneumoVision-AI
- Live demo: https://huggingface.co/spaces/ErnestoRepos/neumonia_prediction
- LinkedIn: https://www.linkedin.com/in/ernesto-saniel-castro-lozano-96ba2b268
- Portfolio: Coming soon
- Email: ernestosaniel123@gmail.com
Open to collaborations in AI Engineering, Data Science, and Healthcare AI.