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I am obsessed with AI and the brain, especially the intersection there (computational neuroscience). Most of my current expertise is in NLP, model architecture and the brain. I have gotten to where I am mostly through interest-directed self-teaching by simply learning everything I can about my passions. I’m especially drawn to mental health. You can check out my Quora content here: https://www.quora.com/profile/Bryan-Phillip-Nova?ch=17&oid=15964920&share=bd007e4b&srid=2wS4&target_type=user
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Machine Learning EngineerConcertai Apr 2022 - Sep 2023Cambridge, Massachusetts, Us- Integrate NLP with our digital clinical trials offerings- Worked with Spark-NLP and John Snow Labs to dockerize pipeline for information extraction from patient notes -
Artificial Intelligence Research EngineerMri Software Dec 2019 - Apr 2022Solon, Oh, Us- Research, suggest, implement and test potential improvements to our OCR & legal contract information extraction pipeline- Help prioritize research and determine roadmap- Write data cleansing guidelines to improve data quality / annotator consistency- Assist business in determining feasibility of AI use cases from a technical and cost perspective- Monitor and maintain production AI services (responsible for F1 of over ten thousand models)- Helped migrate our pipeline from AWS to Azure- Implemented transfer learning for part of our information extraction pipeline- Implemented unsupervised paragraph detection based on only visual features- Helped implement unsupervised annotation clustering to improve data cleansing speed -
Nlp EngineerThe We Project Inc. (Twpi-Inc.) May 2019 - Dec 2019- Research and test new methods for machine translation of dialectal Arabic (focused on transformer architecture)- Work on an internal corpus management tool for various NLP tasks using Neo4J graph database.- Built internal REST service layers.- Established company-wide code quality standards and built CI/CD pipeline.
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Lead Application Developer / Ml ExpertPnc Mar 2018 - May 2019- Use AI to automate processes - mostly feature engineering for information extraction from contracts.- Took the lead on performance testing the machine learning capabilities of the WorkFusion platform.
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Software EngineerKalibrate Aug 2017 - Mar 2018Manchester, England, Gb- Full stack development- Interview candidates for job openings- Help diagnose and fix performance issues- Lead developer for a custom integration with a client’s SAP interface -
Software EngineerIbm Jul 2015 - May 2017Armonk, New York, Ny, Us- Full stack development for UrbanCode Deploy.- Side Project: Along with one other person, designed, implemented and maintain an internal chatbot. - Has a chat-based UI that uses Natural Language Processing to parse commands and perform actions. - Automatically assigns incoming support tickets in a load-balanced manner.- Side Project: Write tools to automate repetitive, time-consuming development and customer support tasks. - Many of these tools help reduce the time required to give a meaningful response to customers, thus reducing the amount of time needed to solve issues.- Started and organized an internal tools team in order to improve our development operations capabilities. The team now consists of 18 developers and meets every two weeks.- Manager's Choice Award - 2016 (Unite to Get it Done Now) -
Nlp LeadThink-A-Move Feb 2014 - Apr 2015Cleveland, Us- Researched, designed and implemented code for new language modeling / data mining techniques to be used in speech recognition applications.- Increased speech recognition accuracy from 85% to 94%.- Integrated voice recognition with android apps.- Interviewed candidates for job openings.- Wrote and maintained cmake code to build projects (including Android).- Wrote and maintained Android JNI bindings for native c++ code compiled into shared libraries. -
ProgrammerSumma Physicians, Inc. May 2013 - Feb 2014Worked on special programming projects, including: data mining, SQL query writing, batch file scripting, and integrating Pentaho (data mining software) and eCW (electronic medical records program) with a Java application and Microsoft SharePoint front end, which I developed to produce customizable graphs as a visual representation of statistics about our organization. Also received some exposure to ICD-9 and ICD-10 as well as CPT codes and eClinicalWorks ( EMR ).
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Medical Records Retrieval SpecialistSumma Physicians, Inc. Sep 2012 - May 2013Assisted in the transition from written medical records to a networked electronic system. Assembled and organized medical records and documentation for audits. Also received some exposure to ICD-9 and ICD-10 as well as CPT codes and eClinicalWorks ( EMR ).
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Tier 3 Technical Support RepresentativeTime Warner Cable Feb 2012 - Jul 2012Stamford, Ct, UsSolved technical issues with phone, television, and internet services over the phone. -
Server, CookTommy'S Pizza And Subs Jul 2011 - Dec 2011
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Medical Records Retrieval SpecialistSumma Physicians, Inc. Mar 2011 - Mar 2011Assisted in the transition from written medical records to a networked electronic system.
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Medical Records Retrieval SpecialistSumma Physicians, Inc. Dec 2010 - Jan 2011Assisted in the transition from written medical records to a networked electronic system.
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Tech Assistant (Volunteer)North Canton City Schools Jun 2010 - Sep 2010North Canton, Ohio, UsCreated disk images and re-imaged computers, diagnosed and repaired hardware and software issues with computers, and provided assistance with any other issues that arose.
Bryan Nova Skills
Bryan Nova Education Details
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Cleveland State UniversityComputational Paychiatry -
The University Of AkronComputer Science -
The Ohio State UniversityComputer And Information Science
Frequently Asked Questions about Bryan Nova
What is Bryan Nova's role at the current company?
Bryan Nova's current role is PhD student with decade as machine learning engineer trying to get into computational psychiatry. My latest original research idea is on hold right now but can be found at github.com/timedelta/learning-to-learn.
What is Bryan Nova's email address?
Bryan Nova's email address is br****@****are.com
What is Bryan Nova's direct phone number?
Bryan Nova's direct phone number is +44 161 228*****
What schools did Bryan Nova attend?
Bryan Nova attended Cleveland State University, The University Of Akron, The Ohio State University.
What skills is Bryan Nova known for?
Bryan Nova has skills like Python, Sql, Artificial Intelligence, Software Development, C++, Objective C, Natural Language Processing, Machine Learning, Data Mining, Linux Shell Scripting, Oop, Programming.
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