Ph.D. Candidate · Transportation System Optimization

JohnPaul
Adimonyemma

Operations Research Specialist with 4+ years experience applying optimization and machine learning in aircraft/aviation operations, aircraft maintenance operation, public transportation, with over 2+ years as Reliability and Material Planning Engineer, achieving 10-20% cost reduction through maintenance and planning optimization. Currently a Ph.D. candidate at FAMU-FSU College of Engineering, Florida A & M University and with research collaborations with Major U.S Airlines and Transportation Agencies.

Operations Research Optimization Machine Learning Aviation Airline Transportation Big Data Supply Chain
John Paul Adimonyemma
Transportation System Optimization · Aviation & Airline Operations ·Aircraft Maintenance Operations · Supply Chain · Logistics · Big Data · Transportation System Optimization · Optimization · Aviation & Airline Operations ·Aircraft Maintenance Operations · AI · Operations Research · Airline Operations · Freight Systems · Transportation System Optimization · Supply Chain · Logistics · Big Data · Machine Learning · Optimization · AI · Operations Research · Airline Operations · Freight Systems · Transportation System Optimization · Supply Chain · Logistics · Big Data · Machine Learning · Optimization · AI · Operations Research · Airline Operations · Freight Systems ·

Building Smarter Systems
That Move the World

One of the core lessons imprinted on me at a young age was understanding the processes involved in running my father's business. In recent years, I also delved into establishing a supply chain startup. Even though it's no longer in operation, the skills I acquired have engineered my passion for sustainable supply chain, logistics, and transportation systems.

Presently, I am a Ph.D. candidate in Industrial Engineering at FAMU-FSU College of Engineering, where Professor Yanshuo Sun advises me. My research lies in applying mathematical modeling, big data, machine learning, AI, operations research, and optimization toward improving the planning, operations, and management of transportation systems, supply chains, and logistics.

Beyond research, I enjoy reading, learning, and writing about new discoveries on my blog. I love traveling, playing the keyboard, composing music, and officiating football matches.

Core Research
Domains

Applying quantitative methods and emerging technologies to solve complex problems across transportation, logistics, and supply chain systems.

Airline Operations

Optimization of fleet reliability, maintenance planning and scheduling optimization, strategic capacity planning, and operations management for aviation systems.

Operations Research

Mathematical modeling and optimization techniques for complex systems and resource allocation.

Machine Learning & AI

Leveraging artificial intelligence and data-driven methods for predictive analytics and decision support.

Public Transportation

Planning, operations, and management improvements for public and urban transit systems.

Big Data Analytics

Harnessing large-scale datasets to uncover patterns and drive operational improvements.

Supply Chain & Logistics

Sustainable supply chain design, freight transportation, and end-to-end logistics optimization.

Skills & Technologies

A blend of technical programming skills, analytical frameworks, and professional tools that power my research and projects.

Research Methods

Operations Research Mathematical Optimization Big Data Analytics Statistical Modeling Causal Inference Predictive Modeling

Optimization & Modeling

Gurobi CPLEX GAMS MIP / MIQP Heuristics Decomposition Methods Large Scale Optimization

Programming Languages

Python SQL MATLAB R HTML & CSS

Data & Machine Learning

Pandas Scikit-learn NumPy TensorFlow Keras Matplotlib Seaborn Plotly / Dash Scipy

BI & Productivity

Power BI Excel (Power Query / Pivot) SharePoint Visio WordPress Google Sites CorelDRAW

Community &
Leadership

A track record of leadership, community building, and voluntary service across academic and faith-based organizations.

2025 — Present
Youth Coordinator & Publicity Secretary
ANIT, USA
2023 — 2025
General Secretary
African Graduate Students Association, Florida A&M University
2020 — Present
Founder, GUHTAC
Free mentorship initiative supporting 1,000+ participants with graduate admissions and technical skills in data science & AI
2020 — 2022
National Secretary
Catholic Students' Choir Graduate Association (CSCGA), University of Nigeria
2018 — 2019
President
Mechanical Engineering Students' Association
2017 — 2019
Head, Catholic Chaplaincy Choir
University of Nigeria
2017 — 2018
Senate Chairman on Finance & Faculty of Engineering Representative
Student Union Government, University of Nigeria Nsukka

In the News

You are welcome to visit my LinkedIn page for more updates about me in the news.

Informs
INFORMS Transportation Science and Logistics (TSL) Society Conference November 2025

Strategic Capacity Planning for Aircraft Maintenance Facilities — Invited Presentation

Presented research combining mathematical optimization and machine learning for strategic capacity planning across a network of aircraft maintenance facilities.

Conference presentation
Informs
ePlaneAI · August 2025

AI and Optimization Transform Aviation Reliability and Passenger Experience

Featured for describing maintenance planning as the "invisible engine of aviation" and for research on optimization models that reduce airline planning computation by up to 80%.

Read full article
Informs
This Day· July 2025

Smart Aviation: How AI, Optimization Can Redefine Reliability, Passenger Experience

Air travel remains the heartbeat of modern economies, connecting people and markets across borders. Yet in Nigeria, it is often defined by delays, sudden cancellations, and high operating costs that frustrate both passengers and airlines..

Read full article
Corning Endowed Doctoral Fellowship · 2025–2026

Corning Endowed Doctoral Fellowship Award Recipient

Awarded the Corning Endowed Doctoral Fellowship in recognition of outstanding doctoral research in Industrial Engineering.

Award
Informs
Rural Safe Efficient Advanced Transportation (R-SEAT)Rural Safe Efficient Advanced Transportation (R-SEAT) July 2025

Summer Camp for K-12 Learners - Mentor

Students explored how statistical correlations inform transportation planning. Through a gamified challenge, they analyzed real-world scatterplots, linking data patterns with practical insights into transit, safety, and infrastructure decisions..

Mentoring/Volunteering
Ted Rogers Scholarship
FAMU-FSU College of Engineering · 2023

Ted Rogers–Intuitive Scholars and Fellowship Program Award Recipient

Awarded the Ted Rogers Scholarship ($5,000) for the 2023–2024 academic year in recognition of research excellence and commitment to revolutionizing sustainable transport.

Read full story
Zeribe Nwosu Foundation via LinkedIn · January 2022

Congratulatory Feature — Fully Funded PhD Scholarship to the USA

Recognized by the Zeribe Nwosu Foundation for securing a fully funded PhD in Industrial Engineering at FAMU-FSU College of Engineering.

View post
Coloquium
Linkedln · June 2025

IISE Doctoral Colloquium

JohnPaul was nominated and presented his research at the IISE Doctoral Colloquium.

Conference talk
BTR Online Conference · August 2024

Optimizing Aircraft Maintenance Plans for a Major Airline in the U.S.

Presented optimization research for maintenance planning at the Bridging Transportation Researchers (BTR) Online Conference.

Conference talk
Coloquium
Guhtac Scholars · January 2023

Gradudate Studies Application Strategy

Discussed the best strategies to follow in 2023 for a successful graduate application and landing those fully funded admision offers .

Guhtac Scholars
Coloquium
The Sun, Voice of the Nation· September 2022

Leveraging Data for Decision-Making: The future of better aviation planning in Nigeria – Adimonyemma

The aviation industry is one of the most data-intensive sectors in the world. Every flight generates mountains of information: passenger loads, maintenance schedules, spare parts usage, fuel consumption, delays, cancellations, e.t.c. Yet in Nigeria, much of this data remains underutilized, leaving airlines struggling to plan effectively in a competitive and resource-constrained environment.

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Collaborations / Partnership