Bryan Nova Email & Phone Number

Lakewood, Oh, Us

Cambridge, 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

Solon, 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

- 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.

- 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.

Manchester, 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

Armonk, 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)

Cleveland, 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.

Worked 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 ).

Assisted 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 ).

Stamford, Ct, Us

Solved technical issues with phone, television, and internet services over the phone.

Assisted in the transition from written medical records to a networked electronic system.

Assisted in the transition from written medical records to a networked electronic system.

North Canton, Ohio, Us

Created disk images and re-imaged computers, diagnosed and repaired hardware and software issues with computers, and provided assistance with any other issues that arose.

Phd, Computational Paychiatry

Bachelor Of Science (B.S.), Computer Science

Bachelor Of Science (B.S.), Computer And Information Science