Mountain landscape with dog

Casey Tran

Agentic Systems Engineer | Vision + Manufacturing | Secure AM

About Me

I'm an Agentic Systems Engineer specializing in the intersection of artificial intelligence, computer vision, and advanced manufacturing. My work focuses on developing secure, intelligent systems that bridge the gap between digital innovation and physical production.

With expertise spanning GDPR compliance, additive manufacturing security, and sustainable supply chain optimization, I help organizations navigate the complex landscape of modern manufacturing while maintaining the highest standards of privacy and security.

My passion lies in creating agentic systems that not only solve today's challenges but also adapt and evolve to meet tomorrow's needs, always with a focus on sustainability and responsible innovation.

Portfolio

GDPR Analysis of NDN

GDPR-Compliant Networking

First comprehensive GDPR compliance framework for Named Data Networking. Multi-level logging system with personal data distinguishability and minimal performance overhead.

Privacy-by-Design GDPR Framework ICN
Deep Computer Vision for Remote Quality Control in AM

GG-Net Quality Control

Patent-pending G-code guided neural networks for real-time layer-by-layer defect detection in additive manufacturing. Bridges STL design intent with actual print imagery.

Computer Vision Patent Pending Real-time QC
8 Desiderata of AM IP

AM Intellectual Property Protection

Comprehensive framework addressing the 8 desiderata of additive manufacturing IP protection: ownership attribution, data integrity, confidentiality, access control, transparency, privacy, compliance, and interoperability.

IP Protection Data Integrity Access Control

Publications

The technical foundations of IoT

C Tran, S Misra

IEEE Wireless Communications 26 (3), 8-8, 2019

23 citations

Specific energy consumption based comparison of distributed additive and conventional manufacturing: From cradle to gate partial life cycle analysis

C Tran, L Duenas, S Misra, V Chaitanya

Journal of Cleaner Production 425, 138762, 2023

Discovered that AM is 3-4.5x more energy efficient than conventional manufacturing for geometrically complex parts (α = 0.08-0.22 range). Pioneered solid-to-envelope ratio methodology for manufacturing decision optimization.

7 citations First LCA Framework

Analyzing GDPR compliance of named data networking

C Tran, R Tourani, S Misra, T Machacek, G Panwar

Proceedings of the 8th ACM Conference on Information-Centric Networking, 107-117, 2021

First comprehensive GDPR compliance analysis for next-generation networking. Developed novel framework for privacy-by-design in information-centric networks with minimal performance overhead.

4 citations Privacy Pioneer

Can Architecture Design Help Eliminate Some Common Vulnerabilities?

S Trecakov, C Tran, H Badawy, N Siddique, J Acosta, S Misra

2017 IEEE 14th International Conference on Mobile Ad Hoc and Sensor Systems, 2017

3 citations

Property-Relation Binding: Integrating an Optimized Naming Scheme in ICN-IoT

C Tran

New Mexico Journal of Science 53, 2019

Life Cycle Analysis Based Comparison of Distributed Additive and Conventional Manufacturing in the Context of Energy Consumption

CW Tran, L Duenas, S Misra, V Chaitanya

Available at SSRN 4250944

Journey of Innovation

From Philosophy to PhD: A Multidisciplinary Tech Odyssey

Distributed Manufacturing Security Researcher

R1 Research University | NSF DREAM Platform

Leading groundbreaking research in protecting intellectual property for cloud-based 3D printing. Developing novel attestation frameworks that ensure manufacturing integrity across distributed networks.

Impact: Patent pending for revolutionary G-code guided neural networks enabling real-time quality control in additive manufacturing
PyTorch 3D CNN-LSTM GPU Computing Anomaly Detection

Deep Learning Engineer

White Sands Missile Range (WSMR) | Secret Clearance

Pioneered the implementation of TensorFlow-based object detection systems for critical defense applications. Single-handedly reduced manual processing time by 40% through intelligent automation.

Recognition: STEM Award of Excellence for transformative impact on testing efficiency
TensorFlow Computer Vision Object Detection Python

AM/Computer Security Consultant & Research Innovator

Multi-University Collaboration Network

Serving as additive manufacturing and computer security consultant while orchestrating research synergies across Computer Science, Industrial Engineering, and Electrical Engineering departments. Currently partnering with Missouri University of Science and Technology, alongside three New Mexico institutions. Building bridges between traditionally siloed domains.

Publications: 4 peer-reviewed papers spanning IoT security, sustainable manufacturing, and privacy-preserving networks
Research Leadership Technical Writing Cross-Domain Integration

Algorithm Architect & Educator

Graduate Teaching & Research

Mentoring next-generation engineers in algorithms, operating systems, and security. Transforming complex concepts into accessible knowledge through innovative teaching methodologies.

Special Achievement: 3MT Campus Finalist - Distilled PhD research into compelling 3-minute narrative
Algorithm Design Systems Security Technical Communication
7+
Years Deep Tech Experience
4
Universities Collaborated
1
Patent Pending

Experience & Skills

Technical Expertise

AI & Machine Learning

  • • Computer Vision Systems
  • • Agentic AI Development
  • • Predictive Analytics
  • • Deep Learning Models

Advanced Manufacturing

  • • Additive Manufacturing
  • • Supply Chain Optimization
  • • Quality Control Systems
  • • Life Cycle Analysis

Security & Compliance

  • • GDPR Compliance
  • • Cybersecurity Architecture
  • • Privacy-First Design
  • • Data Protection

Professional Journey

Experienced Agentic Systems Engineer with a focus on bridging AI, manufacturing, and security.

Specializing in developing secure, intelligent systems for advanced manufacturing environments.

Complete resume available upon request via contact form

Get In Touch

Get In Touch

Ready to discuss collaboration opportunities or have questions about my research? Connect with me on LinkedIn for the fastest response.

Message on LinkedIn
or

Perfect for discussing:

  • • Research collaborations
  • • SBIR partnerships
  • • AM/Security consulting
  • • Speaking engagements

Connect

Feel free to reach out through LinkedIn for professional inquiries or check out my research on Google Scholar.