Martin Tran

Master’s in Computer Science | Data Analytics, Image Processing & NLP

About Me

Naturally curious problem solver applying AI to real-world challenges.

Early Career Data Scientist & Software Developer.

Having hands-on experience in research, data analytics, and software development, my diverse experiences help me become an adaptable problem solver.

  • Outdoors: Pickleball, Hiking, and Kayaking
  • Favorite Pastimes: Gaming and Cooking
  • New Interests: 3D Printing and Video Editing

I believe that one should have a challenge, no matter how big or small every day. What challenges you today?

Resume

Education

Master of Science: Computer Science

Aug. 2022 - Dec. 2024

University of Arkansas, Fayetteville, AR

Bachelor of Science: Computer Science

Aug. 2018 - May 2022

University of Arkansas - Fort Smith, Fort Smith, AR

Minor in Mathematics

Aug. 2018 - May 2022

University of Arkansas - Fort Smith, Fort Smith, AR

Certifications/Proficiencies

Six Sigma Green Belt

Apr. 2024

Awarded by the Institute of Industrial and System Engineers

Proficiency in Data Analytics

Aug. 2018 - May 2022

Awarded by the University of Arkansas - Fort Smith

Publications/Journal Articles/Conferences

Smart Installation Weather Warning Decision Support

Multidisciplinary Digital Publishing Institute

Fort Carson Weather Warning Decision Support System, Technical Report

Unpublished Technical Report

Smart Base Installations: System Design to Enable Weather Warning Decision-Making

American Society for Engineering Management Conference, Boulder, CO 2023

Weather Warning Decision-Making at Fort Carson

Southeast Symposium on Contemporary Engineering Topics Conference, Little Rock, AR 2023

Weather Warning Decision Model

Institute of Industrial and Systems Engineers Conference, New Orleans, LA 2023

Professional Experience

Graduate Research Assistant

Sep. 2022 - Sep. 2024

University of Arkansas, Fayetteville, AR

  • Collaborated with subject matter experts to align AI models with military requirements, ensuring actionable insights.
  • Published research on AI-based decision support systems for weather warnings at military installations in MDPI Systems.
  • Developed an AI-based decision support system to deliver accurate weather warnings, enhancing operational readiness for U.S. Army installations.

Student Tutor/Lab Assistant

Oct. 2020 - May. 2022

University of Arkansas - Fort Smith, Fort Smith, AR

  • Tutored over 20 students in Algorithms, Data Structures, and Programming, etc., enhancing their understanding of core concepts.
  • Facilitated smooth class sessions by managing technical setups and assisting with troubleshooting.
  • Fostered a collaborative learning environment, encouraging peer discussions and group problem-solving.

IT Co-Ops

Mar. 2019 - Aug. 2022

Rheem Manufacturing Company, Fort Smith, AR

  • Managed and maintained Active Directory for thousands of company devices, ensuring seamless access control and security.
  • Implemented and monitored data backup procedures using tape archives, safeguarding critical company data.
  • Diagnosed and resolved complex IT issues, including hardware failures, software conflicts, and network connectivity problems.
  • Provided technical support to employees, enhancing IT efficiency across multiple departments.

Cashier Manager

Jan. 2019 - Mar. 2019

Green Papaya, Fort Smith, AR

  • Provided a welcoming atmosphere for customers by ensuring a clean and friendly dining environment.
  • Acted as a liaison between customers and waitstaff, ensuring efficient service and positive guest experiences.

Server

Jun. 2018 - Mar. 2019
  • Greeted and seated guests, providing menus and offering recommendations based on customer preferences.
  • Delivered food and beverages efficiently, maintaining high service standards and a professional demeanor.
  • Managed multiple tables simultaneously during peak hours, ensuring seamless service and customer satisfaction.

Portfolio (Under Construction)

A combination of published works as well as projects I've done.

  • All
  • Journal Articles
  • GitHub Works

Smart Installation Weather Warning Decision Support

2024 MDPI Journal Article with the U.S. Army

Image Stitching Homework

Manual implementation of crude image stitching

All-Hazards Return on Investment (ROI) Model

Contributed to background research

Contact

I love meeting new people, and I will try to get back in touch with you within one business day!

Cellphone

+1 (479) 459-6205