Top Senior Health Developers - Dec 2017
Backend NLP Engineer
I am passionate about natural language processing generally, with specific interests in natural language understanding/generation and information extraction. I worked on Google's Speech and Keyboard team for approximately three years, during which time I built language models for a wide array of human languages. During this time, I honed my skills with and understanding of machine learning algorithms, in particular state-of-the-art neural network research. Before that, I had various internships in which I built full pipelines to extract information like topics, named entities, and relationships between entities. Much of the text with which I worked came from medicine (doctor's notes, etc.); I believe that areas such as medicine hold great promise as socially beneficial uses of NLP technology. In these projects, I primarily relied on older NLP technologies like SVNs, CRFs, HMMs, and Maximum Entropy classifiers. I am currently experimenting with the use of evolutionary programming in NLP, attempting to bridge the gap between human and machine-internal semantic representations.
Data Science | Data Engineering | Architecture | Web Development | Python | Java "Scala| R
I have worked on the web and big data projects. Helped organisations to build ETL tools and data science pipelines using JVM based languages and Hadoop ecosystem. I have also worked on REST based architectures and build systems to handle thousands of requests.
Assistant Professor in Software Engineering at the University of Adelaide
I am Assistant Professor in Software Engineering at the University of Adelaide. Find updates on my research and teaching here: http://olearypadraig.wordpress.com Specialties: Health informatics, workflow modelling, software development (C#, Java), qualitative research, proposal writing.
Senior Software Engineer, with experience in Java/J2EE, Semantic Technologies, Linked Data, Ontologies, Bioinformatics
I have many years of experience in development of web applications, mostly server side, including architecture design and implementation, project coordination. I am also proficient with semantic technologies, like RDF/OWL and linked/open data. I have experience in the biomedical field. More info: http://marcobrandizi.info/mysite/about
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