mehyar mlaweh

- Develop and deploy AI solutions using RAG techniques and LLMs for medical applications. - Build and optimize scalable AI systems on AWS for healthcare workflows. - Focus on projects like medical document summarization, clinical decision support, and patient data analysis.

RNA design for gene therapy

Focused on NLP and transformers (PLMs) with legislative documents.

- Spearheaded research initiatives focused on advancing nonparametric probability density estimation techniques. - Developed and implemented innovative methodologies integrating kernel and Plug-In algorithms to optimize density estimation accuracy. - Conducted extensive comparative analyses between newly developed methods and established techniques such as histograms and Silverman's method. - Utilized simulation techniques to evaluate the performance and efficacy of novel approaches, employing metrics like Mean Squared Error (MSE). - Engineered an intuitive interface simulator to streamline evaluation processes and validate methodological advancements. - Actively collaborated with interdisciplinary teams, contributing valuable insights and fostering the evolution of projects within the realm of probability density estimation.