Work Experience

Data Engineer & AI/ML Staff Member

Oak Ridge National Laboratory
Present
  • Building custom data pipelines that bridge multiple infrastructures
  • Building AI/ML applications for pattern identification and process optimization in industrial and scientific workflows

Lab Infrastructure Manager

University of Tennessee, Knoxville
2025 – 2026
  • Managing four research compute machines, including a multi-GPU HPC cluster, for the lab group
  • Handling system administration, user access, cybersecurity, and performance optimization for AI/ML applications

Graduate Research Assistant

University of Tennessee, Knoxville
2023 – 2026
  • Leading deep learning research on driver identification using multi-modal sensor fusion (CAN-bus, GPS, and biometric data) in collaboration with Oak Ridge National Laboratory and Colorado State University
  • Conducting CNN-based research for lung nodule detection and segmentation from 3D CT scans in partnership with UT Medical Center
  • Developing robust AI systems for critical applications, including facial recognition pipelines, custom LLMs with RAG integration, and real-time object detection frameworks
  • Preparing manuscripts and publications of research findings

Graduate Teaching Assistant

University of Tennessee, Knoxville
2024 – 2026
  • Machine Learning - COSC 325: Creating PyTorch and Scikit-Learn labs, hands-on exercises, quizzes, and grading exams; supporting students in supervised/unsupervised learning, feature engineering, and model evaluation.
  • Deep Learning - COSC 525: Developing workshops and assessments on topics including perceptrons, gradient descent, backpropagation, multi-layer perceptrons, activation functions, optimization techniques, convolutional neural networks (AlexNet, ResNet), batch normalization, dropout, recurrent neural networks, attention mechanisms, transformers (GPT, BERT), and image segmentation; mentoring students, and grading (projects, assignments, exams)

Quality Control / Data Analysis

TRIOSIM CORPORATION, Carrollton, Georgia
November 2021 – August 2022

Key Responsibilities:

  • Writing code in VBA for excel spreadsheets
  • Process Improvement
  • Streamlining
  • Monitoring, and adjusting all jobs to make sure that all collected data is 100% accurate
  • Redesigning applications to better fit the company's needs
  • Maintaining new applications and systems

Millwright / Lead Mechanic

VOITH PAPER (Fabric and Roll Systems), Austell, Georgia
January 2018 – November 2021

Key Responsibilities:

  • Tearing Down, Full Inspection, Modification, Repairing, and Rebuilding paper mill rolls such as Reel Spools, Press Rolls, Wire Rolls, Felt Rolls, Couch Rolls, Breast Rolls, Calendaring Rolls, Embossing Rolls, Rubber Covered Rolls, Suction Rolls, Oil rolls, and more
  • Operating heavy machinery such as forklifts, cranes, and yard trucks
  • Working with employees / management to identify safety concerns to create best practices to prevent any recordable incidence at all cost
  • Training new employees to maximize work turnaround while keeping safety standards
  • Working on electronic and paper forms to create a tracking system for work being done capturing damages, sizes, and machine reliability
  • Working on / fixing the code for an electronic work form application

Key Achievements:

  • Helping code and implement an electronic work form application
  • Knowledge and limited experience on Extruders, Manual Lathe, and Mills
  • Night Shift Lead Mechanic

Inventory Control Coordinator

CSM BAKERY SOLUTIONS, Tucker, Georgia
April 2015 – December 2017

Key Responsibilities:

  • Monitoring, adjusting, and cycle counting inventory to ensure 95% accuracy
  • Maintaining and scheduling ABC inventory priority cycle counts to ensure complete order fill rates
  • Managing and training a team of 5 inventory cycle counters in the importance of inventory accuracy
  • Schedule employees to maximize productivity and cost on a weekly basis
  • Approve and correct ADP time records
  • Adjusting inventory as needed to reflect accurate counts while identifying selection/receiving errors
  • Retrieving, analyzing, and storing all inventory documentation for retention purposes
  • Mapping and creating processes for SAP under WM, PE, and QM
  • Developing resolutions for complex and systemic problems that arise within inventory control
  • Track and management all product movement within SAP
  • Communicate detailed inventory reports and analysis which include spread sheets, pivot tables, and graphs to management
  • Manage a crew of 15 associates in the function of inventory control, order picking, and product loading through SAP WMS

Key Achievements:

  • Improved inventory from a 6% bin accuracy to 97% in 3 months through improved cycle count methods
  • Improved the inventory cycle counting and staging by designating assigned bins for product and cross training all employees
  • Developed and documented allergen training program. Certified SME by internal Quality Department
  • Certified forklift trainer

SAP Subject Matter Expert

CSM BAKERY SOLUTIONS, Tucker, Georgia
April 2015 – December 2017

Key Responsibilities:

  • Train and monitor the progress of warehouse and production employees in SAP WMS/ERP
  • Create end user documentation for projects, using SAP Workforce Performance Builder in the form of eLearning, User Guides and Quick Reference Cards
  • Modify SAP solutions (across modules) to create standalone simulations
  • Develop interactive/engaging WPB eLearning courses including quizzes and assessments using producer environment per the standards and style guide
  • Create and Maintain GMP training material as well as documented inspections
  • Mapping and creating processes for SAP under WM, PE and QM platforms

Installer-Lead Foremen

SYSTEM WORKS INC., Alpharetta, Georgia
August 2009 – April 2015

Key Responsibilities:

  • Supervised a crew of 12 employees on the importance of time management and productivity
  • In new construction, become involved at the design phase and follow the project through substantial completion and beyond
  • Managed and interpreted blueprints to communicate with clients about specific information regarding their project
  • Supervised the installation of cable and wires for security alarms and computer systems
  • Managing tight deadlines to ensure projects are completed on time at or below cost which allows us to stay within a customer's budget, while maximizing the owner's gains
  • Responsible for over budgeting and labor for projects
  • Managed multiple projects

Key Achievements:

  • OHSA/NFPA Certified in Electrical Safety
  • Certified electrical safety trainer
  • Developed visual aids/SOPS to assist team in the entire process

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