Tech Lead MLOps

Description

Job Summary: Work at an innovative ophthalmology startup, developing intelligent AI and Machine Learning solutions to transform data into actionable intelligence. Key Highlights: 1. Innovative startup in ophthalmology 2. Development of AI and Machine Learning solutions 3. Creation of medical AI and generative AI algorithms ABOUT THE COMPANY: An innovative startup in the ophthalmology sector, focused on developing intelligent solutions for intraocular lenses using Artificial Intelligence and Machine Learning. RESPONSIBILITIES: Responsible for transforming structured data from the Data Lake into actionable intelligence and clinical applications, supporting medical decisions and business strategies. Development of Machine Learning models for exam analysis, treatment recommendation, patient profiling, and clinical outcome prediction. Creation of medical AI algorithms, considering multiple variables such as clinical history, examinations, and patients' socioeconomic profiles. Implementation of generative AI-based solutions, leveraging tools like LangChain, LlamaIndex, and LLM APIs to build conversational workflows and decision support. Active participation in defining the platform's AI architecture, contributing to technical decisions, scalability, and engineering best practices. Use of libraries and frameworks such as scikit\-learn, PyTorch, and TensorFlow, ensuring robustness, performance, and accuracy of developed models.