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.
Technical Skills
Languages & Frameworks
Data Science & AI
DevOps & Tools
Instructional Design
Technical & Operational Expertise
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.
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.
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
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.”
“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.”
Technical Insights
Scaling LLM Evaluation with DSPy
How we transitioned from manual prompt engineering to programmatically optimized pipelines using DSPy assertions to ensure 99% extraction accuracy.
The Future of Neuro-Symbolic Tutors
Exploration of combining deep learning's pattern recognition with symbolic logic to create hyper-personalized, verifiable learning paths.
Education & Certifications
Graduate Certificate in AI Systems Management
Master of Education (M.Ed.) in Instructional Design & Technology
BS in Management / CIS
AAS in Criminal Justice
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.