Derek Carroll

Derek Carroll Email and Phone Number

AI Program Manager, Co-Founder, Inventor @ TaxAudit
Folsom, CA, US
Derek Carroll's Location
Folsom, California, United States, United States
Derek Carroll's Contact Details

Derek Carroll personal email

About Derek Carroll

Seasoned Software Engineer with more than 15 years of demonstrated experience in the information technology and services industry. Proven track record of accomplishments across various leadership roles, including driving comprehensive software development lifecycle strategies and advanced tactical execution from product introduction through end of life. Exceptional public speaking skills; collaborating with C-suite executives and key stakeholders to ensure optimized ROI.Adept at executing industry influencing opportunities relating to landing Teradata Enterprise Data Warehouse, customer planning and reengineering (SAP SCM), Infineon Acquisition / Conversion support, supply chain Internet of Things, business development team leadership, as well as supporting enterprise-wide sales and marketing operations.

Derek Carroll's Current Company Details
TaxAudit

Taxaudit

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AI Program Manager, Co-Founder, Inventor
Folsom, CA, US
Website:
taxaudit.com
Employees:
146
Derek Carroll Work Experience Details
  • Taxaudit
    Taxaudit
    Folsom, Ca, Us
  • Taxaudit
    Ai Program Manager
    Taxaudit Jul 2024 - Present
    Folsom, Ca, Us
    Spearheaded cross-functional AI/ML portfolio delivering four transformative initiatives: Email Classification System, Voice-to-Text Conversion Platform, AI-powered Voice Summarization Engine, and Intelligent Document Processing solution. Led comprehensive program roadmap development, budget optimization, and resource allocation across these high-impact projects while driving strategic alignment with enterprise objectives and KPIs.Established robust methodologies and ceremonies, achieving consistent project delivery through effective planning and retrospectives across multiple NLP and document processing workstreams. Cultivated strong stakeholder relationships across engineering, data science, business units, and vendors.Implemented performance tracking frameworks to identify and mitigate risks, remove team impediments, and drive continuous process improvements. Executed servant-leadership approach to shield technical teams from disruptions while fostering professional development. Pioneered strategic AI/ML initiatives based on market analysis, feasibility studies, and organizational impact assessments.
  • Taxaudit
    Data Warehouse Architect
    Taxaudit Oct 2022 - Jul 2024
    Folsom, Ca, Us
    Email Classification System • Led cross-functional team to implement on-premise AI email classification system using FastAPI and BERT • Developed intelligent tagging for critical emails, streamlining workflow and improving response times • Enhanced response prioritization and efficiency, resulting in improved customer satisfactionCall Recording, Transcription, and Summarization System • Orchestrated implementation of comprehensive call recording and transcription system • Managed end-to-end project lifecycle, including vendor evaluation and cross-functional team leadership • Facilitated voice-to-text conversion, generating high-quality data for AI-driven improvements in customer experience, case management, and service qualityIntelligent Document Processing (IDP) Solution • Led cross-functional team in successful IDP solution implementation, enhancing document classification and data extraction • Managed vendor selection, project execution, and resource coordination for timely deliveryCloud Initiative • Pioneered company's first cloud-based initiative on Amazon Web Services, showcasing adaptability and forward-thinking approach to technological advancementsTECHNICAL EXPERTISEAI and Machine Learning: • Frameworks: PyTorch, TensorFlow, Keras • Algorithms: Random Forest, Bagging, Boosting, SMOTE • Programming: Python, NumPy, Pandas, Seaborn • Methodologies: Exploratory Data Analysis, Cross-Validation, Hyperparameter TuningCloud Platforms: • AWS, AzureAdvanced AI Concepts: • Large Language Models, Transformers, Prompt Engineering • Data Manipulation and Preprocessing, Missing Value Treatment • Decision Trees and Pruning • Recurrent Neural Networks (RNN), Convolutional Neural Networks (CNN) • Computer Vision
  • Taxaudit
    Business Intelligence Analyst
    Taxaudit Jan 2017 - Oct 2022
    Folsom, Ca, Us
    • Implemented a comprehensive BI strategy, enhancing data delivery speed and user flexibility for decision-making.• Developed complex data models and reports using Microsoft BI stack (SSIS, SSAS, SSRS), improving data accessibility and insights.• Optimized proprietary data structures in collaboration with internal developers, enhancing system performance.• Applied data warehousing methodologies to create efficient and scalable data architectures.• Developed a sentiment analysis scoring solution, contributing to improved Net Promoter Scores (NPS) and customer satisfaction metrics.
  • Connected Ref
    Co-Founder, Inventor
    Connected Ref May 2021 - Present
    • Developed innovative technology to digitize signals from officials' equipment, enhancing the game experience.• Implemented sensors, microcontrollers, and radios in whistle, penalty flag, and more for seamless transmission.• Led the advancement of Connected Ref in bringing cutting-edge technology to sports officiating.
  • Randstad Usa
    It Analyst
    Randstad Usa Feb 2016 - Jan 2017
    Atlanta, Ga, Us
    Analyst supporting Sacramento County Fleet Management Information Management Systems. Performing multiple roles across functional areas including - Business analysis, requirements gathering, system documentations, user documentation & training- Database administration, design and development, MS SQL, Oracle, - Report / dashboard design, development utilizing SSRS, Crystal Reports, Business Objects- IoT deployment, support, analytics across fleet telematics system- Support system users and vendors to quickly and efficiently resolve issues- Manage SDLC including change control, testing, implementation principles
  • Blue Shield Of California
    Senior System Analyst
    Blue Shield Of California Aug 2015 - Feb 2016
    Oakland, California, Us
    • Design, develop and implemented solutions to support business intelligence reporting for Customer Experience and Provider Operations• Database design and development including tables, views, stored procedures, security • Design and development of ET&L process using SSIS. Data sources include Oracle, Informix, Flat Files as well as MS SQL • Development of artifacts including use cases, process flow charts, and diagrams that articulated proposed changes to business and technical audiences. • Led efforts to analyze business and technical requirements, validate traceability, reduce complexity, and increase sustainability of deliverables.• Performed programming/coding for code reviews.• Maintained accountability for analysis, diagnosis, troubleshooting, and reverse-engineering
  • Intel Corporation
    Senior Software Engineer
    Intel Corporation Jun 2004 - Jul 2015
    Santa Clara, California, Us
    • Led design and implementation of enterprise-wide systems for sales, marketing, planning, and logistics, utilizing MSSQL, Teradata, MS Business Intelligence, Visual Studio, C#, Excel Interop, OpenXML, SAP Business Objects, and Arduino.• Spearheaded multiple high-impact projects: - Advance Freight Management: Enhanced transportation planning and logistics using RealSense™ 3D camera and IoT technology. - Mobile IoT Gateway: Developed device for autonomous sensor data collection and transmission. - Sample Tracking Tool: Created multi-source operational data reporting system. - Workbench: Designed suite of operational reporting tools with configurable business rules.• Provided critical support for SAP ECC and SAP SCM implementation, contributing to Intel's 4th place ranking in Gartner's Top 25 Supply Chains.• Key member of Merger and Acquisition Transitions team for Intel's acquisition of Infineon Mobile Communications. Received Intel Technology Manufacturing Group Excellence Award for outstanding contribution.
  • Intel Corporation
    Server Support Specialist
    Intel Corporation Jun 1997 - Jun 2004
    Santa Clara, California, Us
    • Managed strategic support and distribution of proprietary reporting tools across sales and marketing, geo operations, and planning and logistics group. • Led team of testing and migration staff in installing new data warehouse platform, Teradata.• Led all new process for management of code/object migration from development, test, and production. Developed scripts to automate installation of code/objects from source to target.
  • Maxpreps
    Freelance Photographer
    Maxpreps Sep 2013 - Jun 2015
    El Dorado Hills, Ca, Us
    MaxPreps Photographers’ Network has over 1,000 professional photographers, making it the most comprehensive high school sports photography team in the nation.
  • Bank Of America
    Systems Engineer
    Bank Of America May 1991 - Jun 1997
    Charlotte, Nc, Us
    • Designed, implemented and tested disaster recovery planning for various business operations. • Lead development of backup strategy, policy and procedures supporting rollout of CA Unicenter Enterprise Management Solution.• Supported development and testing of project to convert network servers from Novell to Windows.• Extensive support of user setup, account administration, workstation installs, configuration and problem solving • Developed, tested, implemented enhancements to consumer loan accounting systems. • Provided 24x7 production support consumer loan accounting system. • Provided technical support to Project Management, Operations Support and other internal/external departments. • Provided on-site support for all installations and user certifications.• Supported post merger conversions of legacy accounting systems to system of choice. • Developed, tested and implemented client server loan servicing system. • Supported consumer loan center desktop / server environment. • Managed data entry staff of 12. Responsible for the input of daily work as well as coaching and performance evaluations. • Developed and implemented training material, procedures and various support material.

Derek Carroll Skills

Cross Functional Team Leadership Software Development Program Management Process Improvement Business Intelligence Integration Management Requirements Analysis Business Analysis Sdlc Software Project Management Testing Debugging Semiconductors Vendor Management Intel Microsoft Sql Server Team Building Product Management Business Process Improvement Project Management Sql Computer Architecture Enterprise Software Databases Agile Methodologies Leadership Supply Chain C++ C# Microsoft Excel Kaizen Kanban Microsoft Office Photoshop Reporting And Analysis Teamwork Training Visio Visual Studio Visual Basic Xml Enterprise Architecture Data Warehousing Project Planning Disaster Recovery Software Engineering Change Management Linux C

Derek Carroll Education Details

  • The University Of Texas At Austin
    The University Of Texas At Austin
  • University Of San Francisco
    University Of San Francisco
    Computer/Information Technology Administration And Management
  • Chapman University
    Chapman University
    Computer/Information Technology Administration And Management

Frequently Asked Questions about Derek Carroll

What company does Derek Carroll work for?

Derek Carroll works for Taxaudit

What is Derek Carroll's role at the current company?

Derek Carroll's current role is AI Program Manager, Co-Founder, Inventor.

What is Derek Carroll's email address?

Derek Carroll's email address is de****@****ail.com

What is Derek Carroll's direct phone number?

Derek Carroll's direct phone number is +191690*****

What schools did Derek Carroll attend?

Derek Carroll attended The University Of Texas At Austin, University Of San Francisco, Chapman University.

What skills is Derek Carroll known for?

Derek Carroll has skills like Cross Functional Team Leadership, Software Development, Program Management, Process Improvement, Business Intelligence, Integration, Management, Requirements Analysis, Business Analysis, Sdlc, Software Project Management, Testing.

Who are Derek Carroll's colleagues?

Derek Carroll's colleagues are Eduardo Hernandez, Ea, Jeff Byrd, Marc Baker, L. Felipe Arjonilla Jr., Ea, Steven Kumpf, Debbie Bergen, Nancy You.

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