Ahmed Aburaed
Computer Scientist | PhD in Computer Science
- Role
- Senior Ai Ml Applied Scientist - Nlp at Tilda Research
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Ahmed Aburaed
As a Computer Scientist with a PhD in Computer Science, I bring a wealth of experience…
Experience
Senior Ai Ml Applied Scientist - Nlp
Jul 2024 — Present · CA, US
Advanced NLP and AI Systems: Developing and deploying sophisticated NLP solutions using large language models (LLMs), retrieval-augmented generation (RAG) systems, and virtual assistants. Leveraging these technologies to enhance healthcare research through automation and advanced data analysis.• Model Development for Healthcare: Building and optimizing models for document classification, information extraction, summarization, and sentiment analysis using frameworks like Transformers, GPT, and LLaMA. Automating the analysis of clinical documents and patient data to support healthcare research.• Cloud and Orchestration Technologies: Utilizing Google Cloud and Kubernetes for scalable deployment of AI models, ensuring efficient processing of large healthcare datasets and seamless integration into clinical workflows.• Data Integration and Information Extraction: Implementing RAG systems for real-time information retrieval from diverse clinical datasets. Extracting critical insights from unstructured medical records to assist with clinical decision-making and research.• NLP for Virtual Assistants: Enhancing clinical workflows through AI-driven tools such as virtual assistants, improving data accessibility and decision support for healthcare professionals.• Data Visualization and Reporting: Creating visualizations and detailed reports that clearly communicate model performance and research outcomes, enabling data-driven decision-making in clinical studies.
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