Bridging Educational Strategy
& AI Implementation

Technical Instructional Systems Designer and Full Stack Developer specialized in leveraging Data Science and LLMs to optimize training outcomes for defense and intelligence missions.

Chantilly, VA
dustinober@me.com
540-793-0177
LinkedIn aiober.com

Technical Skills

Languages & Frameworks

PythonJavaScriptSQLFastAPIDSPyHTML/CSSBash Scripting

Data Science & AI

NLP (Custom NER)Machine LearningTensorFlowPyTorchPandasNumPyMatplotlibScikit-LearnData Cleaning & ETLLangChain

DevOps & Tools

DockerGitJupyter NotebooksRESTful APIsJWTAgile/Scrum

Instructional Design

ADDIE ModelArticulate 360Adobe CaptivateCamtasiaAdult Learning Principles

Technical & Operational Expertise

Python Scripting & Data Automation

I have solid experience in scripting with Python to support data analysis, automation, and process optimization. I utilize Python libraries such as Pandas, NumPy, and Matplotlib for analyzing training data, identifying trends, and generating insights. Additionally, I have applied web scraping techniques to automate the collection of diverse datasets, enhancing data gathering efficiency. My scripting skills enable me to build custom scripts that streamline repetitive tasks and manage large datasets.

Project Leadership

I have demonstrated strong project leadership skills by managing multiple complex training and development projects from inception to completion. My approach involves setting clear objectives, defining project scope, managing resources, and establishing effective communication channels. I am adept at utilizing project management methodologies to prioritize tasks, mitigate risks, and deliver projects on time and within budget, fostering a collaborative and high-performing team environment.

Curriculum Development & Strategy

I have extensive experience in creating learner-centered programs that align with organizational goals. I design comprehensive curricula by conducting thorough needs assessments and incorporating adult learning principles. My approach integrates various instructional methods, including instructor-led training, e-learning, and blended learning. I use data analysis to evaluate curriculum effectiveness, ensuring that curricula not only meet compliance standards but also promote measurable learning outcomes.

Professional Experience

Developer
Leidos - Chantilly, VA
07/2024 – Present
  • Engineered state-of-the-art NLP models: Designed custom Named Entity Recognition (NER) models for specialized customer datasets, achieving extraction accuracy exceeding industry standard benchmarks.
  • Architected end-to-end AI pipelines: Trained and deployed 30+ ML models using TensorFlow and DSPy, streamlining data extraction from SharePoint/Oracle into production-ready insights.
  • Modernized technical infrastructure: Built secure FastAPI REST services with JWT authentication and Dockerized applications to ensure 99.9% deployment consistency across environments.
  • Project Leadership: Serves as Lead PMP Instructor for 4+ cohorts PMP 2026 Exam Prep Ebook with high community engagement.
Instructional Systems Designer
Peraton - Chantilly, VA
10/2023 – 07/2024
  • Directed and mentored a team of three instructional designers, fostering a collaborative environment to achieve course development objectives.
  • Managed a portfolio of 8 courses, overseeing design, development, and implementation to align with organizational goals.
  • Leveraged project management skills to coordinate multiple projects, prioritize tasks, and meet deadlines in a fast-paced environment.
E-Learning Developer
Leidos - Chantilly, VA
01/2022 – 10/2023
  • Data-Driven Instructional Design: Leveraged Python (Pandas/NumPy) to analyze training trends, leading to a 20% improvement in WBT completion rates.
  • Process Automation: Automated training data collection via web-scraping, reducing manual data entry work by ~15 hours per week.
  • Rapid Content Delivery: Developed and deployed 5 comprehensive WBTs within 90 days, meeting aggressive organizational mission timelines.
Instructional Designer
Tekmasters - Springfield, VA
03/2021 – 12/2021
  • Designed and developed interactive digital learning materials using eLearning authoring tools (Adobe Captivate, Articulate 360, Camtasia).
  • Utilized expertise in adult education practices to create engaging, learner-centered curricula tailored to adult learners.
  • Conducted research across academic, industrial, and government organizations to identify and implement innovative learning solutions.
Training Development Specialist
Tridea Works - Fredericksburg, VA
05/2020 – 03/2021
  • Led the development of instructional curriculum for topics including NDCAC tools, geolocation, and CLOUD ACT.
  • Established remote learning opportunities using Adobe Connect and Microsoft Teams to facilitate live classes and collaborative learning.
Instructional Systems Specialist
DEA - Quantico, VA
01/2019 – 05/2020
  • Curriculum Innovation: Led development of the Cyber Drug Investigator Course, identifying 290+ critical tasks via Job Task Analysis (JTA) with SMEs.
  • Project Management: Coordinated cross-functional teams to deliver a comprehensive training suite, including presentations, labs, and performance-based testing.
Owner
Kentucky Senior Benefits - Lexington, KY
08/2014 – 12/2019
  • Identified client needs and analyzed financial data to propose tailored solutions, directly impacting client retention and satisfaction.
  • Designed and delivered compliance-approved presentations and technical scripts for seminars ranging from 12-120 attendees.
Instructor / Course Developer
United States Air Force
03/2004 – 08/2014
  • Maintained a technical training database with 1,000+ entries, achieving 100% data accuracy for tracking personnel proficiency.
  • Authored 52 technical scenarios for firearms training simulators, integrating hardware and software requirements into the curriculum.
  • Conducted evaluations and analyzed student performance data, reducing performance report rewrites by 25% through evidence-based curriculum adjustments.

What Colleagues Say

Dustin's ability to bridge the gap between complex AI implementation and instructional strategy is unmatched. He doesn't just build models; he builds solutions that people can actually use and learn from.

Senior Project Manager
Leidos

A rare talent who masters both ISD and Data Science. Dustin's automated workflows saved our team hundreds of hours while significantly improving the accuracy of our mission-critical training metrics.

Intelligence Technical Lead
Federal Partner

Technical Insights

Case Study → Ebooks →
ARTIFICIAL INTELLIGENCE

Scaling LLM Evaluation with DSPy

How we transitioned from manual prompt engineering to programmatically optimized pipelines using DSPy assertions to ensure 99% extraction accuracy.

Dec 15, 20255 min read
INSTRUCTIONAL DESIGN

The Future of Neuro-Symbolic Tutors

Exploration of combining deep learning's pattern recognition with symbolic logic to create hyper-personalized, verifiable learning paths.

Dec 02, 20258 min read

Education & Certifications

Graduate Certificate in AI Systems Management

Strayer University (2025)

Master of Education (M.Ed.) in Instructional Design & Technology

Liberty University

BS in Management / CIS

Park University

AAS in Criminal Justice

Community College of the Air Force

Key Certifications

View All Certifications →

Project Management

  • Project Management Professional (PMP)
  • Certified Scrum Master

AI & Machine Learning

  • Graduate Certificate: AI Systems Management
  • DeepLearning.AI TensorFlow Developer
  • Databricks Accredited Generative AI

Data Science

  • IBM Data Science Professional
  • Google Data Analytics Professional

Continuous Learning

Actively maintaining 20+ Udacity Nanodegrees and specialized certifications in NLP, AWS Cloud, and Ethical Hacking to stay at the forefront of technical innovation.