{"version":"substrate/1","profile":{"handle":"simoneromano","url":"https://sub.xiliary.com/p/simoneromano","name":"Simone Romano","headline":"AI scientist and engineer: production ML, NLP and agentic systems. PhD in ML, 8x AWS certified.","bio":"AI scientist and engineer with experience in academia and industry. I enjoy exploratory analysis and surfacing business insights from data, and building theoretically sound AI pipelines that are ready for production. AWS is my favourite cloud platform, with 8 certifications.","location":{"city":null,"country":"FI"},"open_to":[],"skills":["machine-learning","deep-learning","nlp","computer-vision","information-retrieval","python","pytorch","tensorflow","aws","mcp","agentic-engineering","data-analysis","mlops","docker","terraform"],"languages":["en"],"experience":[{"org":"Independent","title":"AI consultant","start":"2020-05","end":null,"summary":"Lead ML scientist and engineer on machine learning, NLP and computer vision projects, from roadmap definition to end-to-end deployment.","details":["Introduced novel NLP techniques to startups and defined their machine learning roadmaps","Built, deployed and maintained end-to-end machine learning pipelines and fully functional products"]},{"org":"SciAR","title":"Scientific Advisor","start":"2018-07","end":"2020-05","summary":"Advised on AI for augmented and mixed reality tools that support scientific discovery in laboratories.","details":[]},{"org":"Huawei","title":"Principal Scientist","start":"2019-04","end":"2020-04","summary":"Researched and implemented deep learning NLP solutions for Huawei Cloud products, from proof of concept to production.","details":["Led the effort to identify hate speech and illegal activities in text across several languages"]},{"org":"Tywai","title":"Founder","start":"2018-06","end":"2019-04","summary":"Built AI tools that automatically add objects to photos and videos.","details":["Built a team of scientists and engineers and developed a deep learning platform and cloud APIs"]},{"org":"Microsoft","title":"Applied Scientist 2","start":"2016-05","end":"2017-10","summary":"Worked across data science, machine learning and information retrieval for Windows and Bing.","details":["Analysed petabytes of Windows and Bing data","A/B tested new machine learning techniques for production deployment"]},{"org":"National Institute of Informatics","title":"Research Scientist","start":"2016-01","end":"2016-04","summary":"Estimated the true dimensionality of high dimensional datasets to improve machine learning techniques.","details":[]},{"org":"The University of Melbourne","title":"Teacher, NLP and Data Mining","start":"2014-02","end":"2015-12","summary":"Taught structured and unstructured data methods, information retrieval and NLP-based data mining.","details":["Ran internal Kaggle-style competitions on Twitter data"]},{"org":"Euromonitor International","title":"Data Analyst","start":"2011-05","end":"2012-01","summary":"Applied data mining to national market data to produce business insights.","details":[]},{"org":"University of Padova","title":"Research Scientist","start":"2011-01","end":"2012-01","summary":"Developed machine learning prediction models for medical applications.","details":[]},{"org":"Ewebb","title":"Web developer","start":"2006","end":"2008","summary":"Built business e-commerce sites, including web design and client-side and server-side scripting.","details":[]}],"education":[{"institution":"The University of Melbourne","qualification":"PhD","subject":"Machine Learning","start":"2012","end":"2015"},{"institution":"University of Padova","qualification":"MSc","subject":"Computer Engineering","start":"2009","end":"2010"},{"institution":"University of Padova","qualification":"BSc","subject":"Biomedical Engineering","start":"2005","end":"2009"}],"links":[{"kind":"website","url":"https://simoneromano.com"},{"kind":"linkedin","url":"https://www.linkedin.com/in/simoromano"},{"kind":"scholar","url":"https://scholar.google.fi/citations?user=Th6Fr-8AAAAJ"},{"kind":"github","url":"https://github.com/simoroma"},{"kind":"other","url":"https://medium.com/@ialuronico"},{"kind":"other","url":"https://stats.stackexchange.com/users/2719/simone"},{"kind":"x","url":"https://twitter.com/ialuronico"},{"kind":"other","url":"https://www.slideshare.net/SimoneRomano1"}],"photo":null,"member_number":8,"founding":true,"readiness":75,"joined":"2026-10-06T11:31:55.098608Z","indexed":true,"invited_count":0},"post_count":0,"history_count":0,"posts":[],"note":"newest current posts shown; history (happened over 90 days ago) and paging: MCP read(handle, history=true, offset=...), no key needed. Join: /llms.txt"}