Charles Barry

Charles Barry Email and Phone Number

Manager - Machine Learning Operations and Engineering @ BDO USA, LLP
Denver, CO, US
Charles Barry's Location
Denver, Colorado, United States, United States
About Charles Barry

I am a passionate Machine Learning Engineer specializing in scalable and automated AI/ML product development. With over 7 years of experience, I excel in Data Analytics & Modeling, Data Engineering, and Cloud transformation and infrastructure, with a strong emphasis on DevOps and Agile Project Management. I am highly motivated, strategic, teachable, and collaborative, driven to leverage big data tools to generate actionable insights.Key Skills: - Statistics and Machine Learning: Expertise in building and deploying machine learning models, including large-language models and unsupervised learning techniques. - Programming Languages: Proficient in Python and R for data analysis, modeling, and automation. Proficient in C# / .Net framework as well as JavaScript for Web App Development, as well as utilizing Flask architecture for Python-based Web Applications. - Big Data Technologies: Skilled in Apache Spark and Apache Airflow for processing and orchestrating large-scale data workflows. - Cloud Computing: Extensive experience with cloud platforms for scalable AI/ML solutions.Analytic Dashboard Development: Creating dynamic and interactive dashboards to visualize data insights. - Domain Expertise: Specialized knowledge in Healthcare, Biology, and Genetics.I thrive in dynamic environments and am committed to continuous learning and innovation in the field of Machine Learning Engineering.

Charles Barry's Current Company Details
BDO USA, LLP

Bdo Usa, Llp

View
Manager - Machine Learning Operations and Engineering
Denver, CO, US
Charles Barry Work Experience Details
  • Bdo Usa, Llp
    Manager - Machine Learning Operations And Engineering
    Bdo Usa, Llp
    Denver, Co, Us
  • Bdo Usa, Llp
    Manager - Machine Learning Operations & Engineering
    Bdo Usa, Llp Nov 2022 - Present
    Chicago, Il, Us
    Valuation & Capital Market Analysis - Complex Financial Instruments- Project Management: Led a team of Data Scientists and Data Engineers to define, develop, and deliver mathematical and statistical modeling, machine learning algorithms, and systems for BDO’s proprietary LevelUp tool. Additionally, led similar efforts for commercial real estate data analysis, focusing on redlining and minority representation. - Client-Based Analytic Dashboards: Developed and produced client-based analytic dashboards integrated into custom HTML web applications, enhancing data visualization and user interaction.Technical Writing: Served as the technical writer for RFIs and RFPs, contributing to proposal development and client acquisition. - Data and Platform Innovation: Engaged with existing programs to coordinate data and platform innovation and automation, driving efficiency and enhancing capabilities.Model Implementation Framework: Extended the model implementation framework for various client applications, ensuring scalability and adaptability across different use cases. - Team Leadership: Managed goal setting, performance reviews, career development, and training for the team. Conducted 1-on-1 meetings, addressed performance issues, supported hiring and staffing activities, and participated in diversity and engagement events. Provided ad-hoc functional support as needed.
  • Deloitte
    Engineer Ii - Machine Learning Operations
    Deloitte Mar 2021 - Nov 2022
    Worldwide, Oo
    Government & Public ServicesProject Experience: - Leadership in MLOps: Led the MLOps team in deploying Data Science models at scale using Apache Spark and Apache Airflow. Ensured seamless integration and scalability of models across the organization. - Large-Scale Data Engineering and Data Science in Healthcare: Directed a team utilizing Google Cloud Platform for cloud analytics. Developed an automated ETL pipeline to process nearly 2 TB of data bi-monthly using Python, Dask for parallel computing, and Apache Airflow (Google Cloud Composer implementation) for task orchestration. This initiative reduced data processing time from two months to two weeks. - Automated Geo-Spatial Enrichment: Spearheaded the implementation of automated geo-spatial enrichment, producing driving distance models for relevant healthcare landmarks for affected individuals. This enhancement improved data quality and accessibility, integrating advanced ML QA/QC checks to ensure high standards of data integrity. - Optimized Disease State Models: Led the team in refactoring disease state models, optimizing runtime, and improving performance. Established a comprehensive model repository and implemented ML Ops best practices, including continuous integration and deployment, model versioning, and monitoring. - Successful Proposals for New Work: Secured over 10 proposals for new projects in the Data & Platform Innovation space, driving growth and expanding the scope of our team's impact.
  • Managed Care Advisors
    Senior Data Analyst & Analytics Engineer
    Managed Care Advisors Jul 2017 - Feb 2021
    Bethesda, Md, Us
    Data Analyst II, Client Services DepartmentI was responsible for developing, implementing, and producing client deliverables for federal clients, as well as increasing levels of automation utilized in doing so. Utilizing SQL, Tableau, Python, and Excel, I created data-driven tools that were presented to clients, helping them identify improvement opportunities for large-scale government programs.I joined Managed Care Advisors in 2017, shortly after graduating from college, and worked there for nearly four (4) years.Key Achievements:- Program Metrics Development: Developed monthly, semi-annual, and annual program metrics for the World Trade Center Health Program, resulting in a 7% cost reduction from 2018 to 2019.- ROI Reporting Tool Implementation: Implemented a new return-on-investment reporting tool that established a standard quality measure for all clients and reduced production time by 90%. - Peer Mentor Program: Participated in the Peer Mentor program for new hires, designing an internal course for new analyst hires and guiding them through their first three months with the company. This initiative increased analyst retention by 60%.
  • National Human Genome Research Institute (Nhgri) Www.Genome.Gov
    Data Science Fellow
    National Human Genome Research Institute (Nhgri) Www.Genome.Gov May 2016 - Sep 2016
    Bethesda, Md, Us
    At the National Human Genome Research Institute (NHGRI), I worked under Dr. Amadou Gaye, Dr. Sharon Davis, and Dr. Gary Gibbons. I applied mathematical skills to quantify and analyze genomic data. My key contributions included: - MH-GRID Data Analysis: Investigated severe hypertension within an African-American trial group to identify clinical predictors and potential gene variants. Our goal was to find early warning signs for hypertension and hypertension-induced kidney damage. - Exploration of Advanced Statistical Methods: Conducted comparative analyses of known machine learning and regression techniques, such as adjusted regression and random forest, with less-known methods like Efron's extension of the false-discovery rate. I contributed to a manuscript on these comparisons to identify the most effective methods for big data analysis.
  • National Institute Of Allergy And Infectious Diseases (Niaid)
    Biostatistics Intern
    National Institute Of Allergy And Infectious Diseases (Niaid) May 2015 - Sep 2015
    Rockville, Maryland, Us
    During my tenure at the National Institute of Allergy and Infectious Diseases (NIAID), I had the privilege of working under Dr. Lori Dodd and Dr. Dean Follman. I gained extensive experience in applying mathematical statistics to clinical trials. My key contributions included: - Data Processing and Trial Design: Assisted in processing data and designing innovative clinical trials aimed at tackling the complexities of Tuberculosis. - Publication and Analysis: Contributed to a publication on Tuberculosis surrogate endpoint research, performing adjusted statistical analyses for ongoing Tuberculosis trials. - Ebola Special Issue: Played a key role in organizing and producing multiple submissions for a special issue publication focused on Ebola.
  • Asset Campus Housing
    Leasing Consultant
    Asset Campus Housing Feb 2015 - May 2015
    Houston, Texas, Us
    • Serviced clients’ needs akin to property leasing and renting• Gathered and analyzed information about markets and competition• Managed and processed paperwork corresponding to leasing agreements and applications• Supported company’s marketing and advertising efforts

Charles Barry Skills

Microsoft Excel Powerpoint Microsoft Office Leadership Stata Research R Public Speaking Biostatistics Microsoft Word Social Media Calculus Multivariate Statistics Clinical Trials Multivariable Calculus C++ Language Genomics Data Analysis Physics Mechanical Engineering Macroeconomics Microeconomics Computational Genomics Computational Biology C++

Charles Barry Education Details

  • Brown University
    Brown University
    Applied Mathematics/Biology
  • Walter Johnson High School
    Walter Johnson High School

Frequently Asked Questions about Charles Barry

What company does Charles Barry work for?

Charles Barry works for Bdo Usa, Llp

What is Charles Barry's role at the current company?

Charles Barry's current role is Manager - Machine Learning Operations and Engineering.

What schools did Charles Barry attend?

Charles Barry attended Brown University, Walter Johnson High School.

What are some of Charles Barry's interests?

Charles Barry has interest in Education, Environment, Poverty Alleviation, Science And Technology, Arts And Culture, Health.

What skills is Charles Barry known for?

Charles Barry has skills like Microsoft Excel, Powerpoint, Microsoft Office, Leadership, Stata, Research, R, Public Speaking, Biostatistics, Microsoft Word, Social Media, Calculus.

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.