Dmitriy Boyuk, Ph.D. Email and Phone Number
Miami, Florida, United States
Dmitriy Boyuk, Ph.D.'s Location
Atlanta, Georgia, United States, United States
Dmitriy Boyuk, Ph.D.'s Contact Details
Dmitriy Boyuk, Ph.D. work email
- Valid
- Valid
- Valid
Dmitriy Boyuk, Ph.D. personal email
n/a
About Dmitriy Boyuk, Ph.D.
An experienced Machine Learning Engineer passionate about AI technology and extracting actionable insights complex data sets
Dmitriy Boyuk, Ph.D.'s Current Company Details
Dotcross
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Principal Software Engineer at Oncology Analytics, Inc.
Miami, Florida, United States
- Website:
- dotcross.ai
- Employees:
- 1
Dmitriy Boyuk, Ph.D. Work Experience Details
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DotcrossMiami, Florida, United States
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Principal Ai Software EngineerOncology Analytics, Inc. Mar 2021 - May 2023Atlanta, Georgia, Us- Passionately striving to ensuring that every patient receives the optimal oncology treatment - Improving oncology secondary treatment review process using NLP, ML, and LLMs in variety of ways including document segmenting, classification, fact extraction with dates, optimizing available data for relevance per diagnosis and proton decision, summarization, verification and finally communicating to the protocol decision clearly balancing tone and medical-speak. -
Sr. Ai Software EngineerOncology Analytics, Inc. Aug 2019 - Mar 2021Atlanta, Georgia, Us- Spearheaded ML pipelines for classifying medical documents and extracting actionable insights (e.g., genetic markers, metastasis) from unstructured text.- Engineered and deployed enterprise-level document search solutions using Elastic Stack, Databricks and Azure Cloud. Presented this application in a highlighted full presentation at Databricks AI Summit. - Leveraged BERT embeddings and RNNs for disease progression labeling with >95% accuracy and real-time classification with >98% precision.- Developed modular AI systems for fact extraction, enabling scalable patient data mining and summarization.
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Sr. Machine Learning EngineerKaiser Permanente Feb 2019 - Aug 2019Oakland, California, Us- Led the development of a Spark-based big data analytics infrastructure for ML applications handling petabyte-scale healthcare data.- Designed a medication adherence risk prediction model, improving outreach effectiveness.Modeled patient journey analytics to optimize preferred treatment protocols based on past patient outcomes at scale, influencing cost and care outcomes for 40M+ patients. -
Sr. Data Scientist (Consultant)Axtria - Ingenious Insights Feb 2018 - Apr 2019Berkeley Heights, Nj, Us- Delivered oncology market patient-centric driven insights through ML-driven customer targeting tools leveraging Restricted Boltzmann Machines and ensemble models with EHR, claims, and physician survey data sets.- Forecasted ROI for marketing channels with advanced non-linear regression models, achieving 95% predictive accuracy.- Managed a team of jr. software engineer across diverse advanced analytics projects as a full time Data Science consultant placement at Amgen Inc reporting directly to the Oncology Marketing Director -
Research ScientistGeorgia Institute Of Technology Aug 2012 - May 2018Atlanta, Georgia , Us- Applied discretized space and time-series modeling techniques to algorithmically explore optical effects at the nanoscale. Developed analytical and numerical models, leveraging tools in Python, FORTRAN and MATLAB, to understand the phenomena discovered - Implemented analytical insights to fabricate a novel infrared thermal energy harvesting device. Authored 6 peer reviewed articles in top science journals sharing results - Oversaw the design of a new interdisciplinary engineering space for 10+ researchers with a $2 million budget - Managed an interdisciplinary team including 10+ research staff, equipment and chemical inventory - Trained 2 postdocs, mentored 2 PhD students, and 7 undergraduate students who went on to publish >5 articles with our lab- Completed a series of Public Policy courses and research projects as part of an interdisciplinary team of Public Policy and Engineering graduate students which coalesced into a publication in Energy Policy -
Lecturer For KineticsGeorgia Institute Of Technology Aug 2013 - Dec 2014Atlanta, Georgia , Us- Prepared teaching materials and delivered weekly lectures to 30+ 3rd year undergraduate engineering students. Collaborated with and was mentored by an award winning subject-matter teacher and research professor.
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Process Optimization EngineerMicron Technology Aug 2016 - Dec 2016Boise, Idaho, Us- Optimized a thin-film manufacturing process using automated spectroscopic measurements, statistical process control analyses and automated data visualizations in Python. Demonstrated a 2x film quality improvement - Persuaded management of project conclusions: manufacturing process modifications at a cost of ~ $10 million
Dmitriy Boyuk, Ph.D. Skills
Matlab
Mathematica
Microsoft Office
Labview
Optics
Ro Filtration Systems
Sketchup
Python
Originlab
Linux Kernel
Photoshop
Chemical Vapor Deposition
Autodesk Maya
Time Of Flight Secondary Ion Mass Spectrometry
Mass Spectrometry
Ftir Spectroscopy
Scanning Electron Microscopy
Microsoft Excel
Research
Data Analysis
Statistics
Teaching
Chemistry
Machine Learning
Project Management
Consulting
Deep Learning
Business Analytics
Healthcare Consulting
Pharmaceutical Industry
Sql
Apache Spark
Scikit Learn
Business Strategy
Image Processing
Pytorch
R
Tableau
Leadership
Logistic Regression
Sas
Hadoop
Econometric Modeling
Bayesian Inference
Decision Trees
Digital Strategy
Electronic Medical Record
Principal Component Analysis
Support Vector Machine
Data Engineering
Natural Language Processing
Tensorflow
Amazon Web Services
Qlikview
Materials Modeling
Convolutional Neural Networks
Device Physics
Dmitriy Boyuk, Ph.D. Education Details
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Georgia Institute Of TechnologyChemical Engineering -
Georgia Institute Of TechnologyChemical Engineering
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UdacityFacebook Fellowship
Frequently Asked Questions about Dmitriy Boyuk, Ph.D.
What company does Dmitriy Boyuk, Ph.D. work for?
Dmitriy Boyuk, Ph.D. works for Dotcross
What is Dmitriy Boyuk, Ph.D.'s role at the current company?
Dmitriy Boyuk, Ph.D.'s current role is Principal Software Engineer at Oncology Analytics, Inc..
What is Dmitriy Boyuk, Ph.D.'s email address?
Dmitriy Boyuk, Ph.D.'s email address is db****@****ics.com
What schools did Dmitriy Boyuk, Ph.D. attend?
Dmitriy Boyuk, Ph.D. attended Georgia Institute Of Technology, Georgia Institute Of Technology, Udacity.
What are some of Dmitriy Boyuk, Ph.D.'s interests?
Dmitriy Boyuk, Ph.D. has interest in Education.
What skills is Dmitriy Boyuk, Ph.D. known for?
Dmitriy Boyuk, Ph.D. has skills like Matlab, Mathematica, Microsoft Office, Labview, Optics, Ro Filtration Systems, Sketchup, Python, Originlab, Linux Kernel, Photoshop, Chemical Vapor Deposition.
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