Semantic Web Technology - 6 Month FTC
Role and Responsibilities
* Develop and optimize machine learning models for disease prediction and early diagnosis.
* Process and analyze structured and unstructured health data, including implementing deep learning for predictive healthcare applications.
* Contribute to research on AI-driven personalization for visually impaired individuals.
* Develop AI-powered accessibility solutions for next-generation devices and platforms.
* Ensure compliance with data privacy regulations and ethical AI development standards.
Skills and Qualifications
Essential:
* Proficiency in machine learning and deep learning frameworks, including T ensorFlow (2.x), PyTorch, and Scikit-Learn.
* Strong programming skills in Python (experience with R or JavaScript is a plus).
* Experience in processing health data (EHR, FHIR, wearable sensor data).
* Knowledge of transformer models like BERT, GPT, Whisper, and T5 for text generation and accessibility applications.
* Expertise in Semantic Web technologies (RDF/s, OWL), SPARQL query language, and reasoning standards (SHACL, SPIN).
* Understanding of RAG and GraphRAG systems and architecture.
* Experience building ontologies for e-commerce or semantic search applications.
* Knowledge of Knowledge Graph and RAG-AI architecture.
Desirable:
* Experience with OCR, image captioning, and object detection for assistive technologies.
* Understanding of accessibility standards such as ARIA, WCAG, and screen readers (JAWS, NVDA, VoiceOver).
* Background in EU-funded research projects (e.g., Horizon Europe, Digital Europe).
* Familiarity with healthcare regulatory frameworks (GDPR, MDR, HIPAA).
* Experience with multi-modal AI (text, image, audio) for accessibility applications.
* Knowledge of Reinforcement Learning or Federated Learning for decentralized AI solutions.
* Familiarity with cloud platforms like AWS, Google Cloud Platform (GCP), or Microsoft Azure.
If you are interested in hearing more, please apply below or send your CV to Trei@microtech-global.com