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Dr. Jean Baptiste Mbanzabugabo

Founder & Director, BSHub Research Lab · Learning technologist, computer scientist and higher-education leader working on AI-generated feedback, learning analytics and instructional design

Profile

Learning-technology researcher and computer scientist (D.Sc.; Ph.D. candidate, Instructional Systems & Learning Technologies, Florida State University, expected 2027) studying AI-generated adaptive feedback, learning analytics and NLP for educational discourse. Brings 15 years of higher-education leadership in Rwanda (Dean, Director of ICT, Acting DVC Academic Affairs), peer-reviewed work in ETR&D, JAID and IEEE venues, a TCC 2025 Outstanding Research Paper Award, and a portfolio of research-driven educational systems.

Education

2023 – 2027

Ph.D., Instructional Systems & Learning Technologies (in progress)

Florida State University, Tallahassee, USA

2013 – 2016

D.Sc., Computer Science

Atlantic International University, Hawaii, USA

2010 – 2013

M.Sc., Software Engineering · MCA, Computer Application

Annamalai University · Bangalore University, India

2006 – 2010

B.Sc. Engineering, Computer Science

University of Rwanda (KIST), Kigali, Rwanda

Positions

2025 – 2026

Institutional Assessment Graduate Assistant

Office of Institutional Performance & Assessment, Florida State University

  • Supports university-wide assessment of student learning and program effectiveness
  • Reviews learning outcomes and assessments for accreditation alignment
  • Contributes to institutional AI-integration initiatives
2023 – present

Graduate Teaching & Research Associate

Educational Psychology & Learning Systems, Florida State University

  • Teaches and supports graduate courses in instructional design and learning technologies
  • Co-designs course materials reflecting current research
  • Conducts research in learning analytics and AI feedback
2020 – 2023

Senior Lecturer, Computer Science & IT

University of Kigali, Rwanda

  • Taught undergraduate and graduate computing courses
  • Supervised research projects and master’s dissertations
  • Led faculty training in technology-enhanced teaching
2020 – 2023

LMS Development & Implementation Specialist

University of Kigali, Rwanda

  • Developed and implemented the university LMS for online and blended learning
  • Led faculty workshops on e-learning pedagogy, course design and digital assessment
2013 – 2020

Lecturer → Assistant Lecturer; Moodle Internal Consultant & Trainer

University of Tourism, Technology and Business Studies (UTB), Rwanda

  • Taught computing and business IT courses
  • Led Moodle implementation, policy and faculty training
  • Coordinated online teaching during the COVID-19 lockdown (2020)
2018 – 2020

Part-time Senior Lecturer, M.Sc. IT

Graduate School, University of Kigali

Leadership appointments

2020 – 2023

Dean, School of Computing & Information Technology

University of Kigali

  • Set strategic vision for academic programs and oversaw curriculum review
  • Managed school budget, staff recruitment and development
  • Led accreditation, quality assurance and industry partnerships
2020 – 2023

MIS Project Manager

University of Kigali

  • Led end-to-end in-house development of the university-wide management information system
  • Managed a cross-functional development team through phased deployment
  • Designed data governance, security and disaster-recovery protocols
2020

Acting Deputy Vice Chancellor, Academic Affairs

UTB

  • Led core academic functions and the university’s academic recovery from the COVID-19 pandemic
2015 – 2020

Dean, Faculty of Business & Information Technology

UTB (Kigali and Rubavu campuses)

  • Academic leadership for curriculum, faculty recruitment, teaching quality and strategic planning
  • Oversaw accreditation and industry partnerships
2013 – 2015

Director of ICT

UTB

  • Led ICT strategy, infrastructure, cybersecurity and data-privacy policy
  • Spearheaded network upgrades, university website, email and cloud adoption

Systems & products built

2024 – present

Systems Architect & LMS Engineer: self-hosted Canvas LMS

BSHub Research Lab · canvas.bshub.us

  • Designed, deployed and administer an independent production Canvas instance on private cloud servers
2025 – present

Systems Architect & Developer: Ask JB AI learning agent

BSHub Research Lab · askjb.bshub.us

  • Full-stack conversational AI for self-directed learning with Canvas integration
2025 – present

Lead Systems Engineer: EduGauge learning-analytics platform

BSHub Research Lab

  • Predictive and prescriptive learning-analytics middleware for Canvas courses
2023 – present

Full-Stack Developer: jMAP concept-mapping platform

Florida State University

  • Re-engineered a desktop tool into a web platform and extended it to open-ended maps with AI feedback
2025 – present

Creator: Dual Learning, EduFadder (co-creator), Bridge, CodeCubs, WeCare, JBT

BSHub Research Lab

Grants & funding

2020 – 2023

Co-PI, Special Collaborative Research Grant to Address COVID-19 in Rwanda

National Council for Science and Technology (RWF 43.2 million)

2021 – 2023

Co-PI, Research Information Management System customisation (CCRREEA)

University of Kigali (USD 47,000)

2018 – 2019

Co-PI, Staff Capacity Building Program

WASAC Rwanda (RWF 50.2 million)

Honors & awards

2025

Outstanding Research Paper Award

TCC 2025, University of Hawaiʻi

2020

Outstanding University Digitalization Initiative & Performance

University of Kigali

2025 – 2026

FSU invention disclosures accepted: EduGauge; Dual Learning (Learn English Together)

Florida State University

Selected publications

accepted

Impact of institutional AI limitations on K-12 senior high school students’ informal use, attitudes, and learning behaviors

Mbanzabugabo, J.B., Dennen, V., Megan C., & Staudt Willet, K.B., AECT 2026

review

From discussion posts to learning patterns: Understanding engagement and argumentation through social and epistemic network analysis

Mbanzabugabo, J.B., International Journal of Computer-Supported Collaborative Learning

review

Enhancing assessment of argumentation skills in online learning environments using an AI-driven ensemble model

Mbanzabugabo, J.B., Jeong, A.C., & Staudt Willet, K.B., AI and Ethics

review

Automated online discussion analysis: Leveraging contextual embeddings and ensemble models

Mbanzabugabo, J.B., Jeong, A.C., & Staudt Willet, K.B., International Journal of Online Learning

2026

Smart baby care incubator with IoT monitoring

Dusengimana, C., Bugingo, E., & Mbanzabugabo, J.B., International Journal of Internet of Things and Cyber-Assurance, 2(2), 182–204

2026

VSCPT-CWA: Variance-stabilized collaborative patch transform with confidence-weighted aggregation for agricultural-SAR despeckling

Rukundo, P., Ruranga, C., Batamuliza, C., Mukamanzi, J., Umugwaneza, F., Niyishaka, P., & Mbanzabugabo, J.B., IEEE Conference on Computational Imaging Using Synthetic Apertures (CISA)

2025

SA-LAIS-PCGS: Speckle-aware restoration and perceptual enhancement of breast synthetic aperture ultrasound images

Prince, R., Niu, Z., Ruranga, C., & Mbanzabugabo, J.B., IEEE Conference on Computational Imaging Using Synthetic Apertures (CISA)

2025

A systematic review of concept mapping and critical thinking: Methodological gaps & research directions

Jeong, A.C., Wong, R., & Mbanzabugabo, J.B., Educational Technology Research & Development

2025

Integration of artificial intelligence into instructional design

Xu, J., Hur, J., Kim, I., Kozan, K., & Mbanzabugabo, J.B., The Journal of Applied Instructional Design, 14(2)

2023

The role of e-commerce in agriculture digitization, promoting rural development in Rwanda

Mbanzabugabo, J.B., & Prince, R., Electronic Commerce Research and Applications

2022

Smart school bus monitoring and notification system using RFID and GPS

Cedric, U., & Mbanzabugabo, J.B., Journal of Ergonomics, 11(6)

2021

Team motivational factors influencing the performance of government projects in Rwanda: The case of EARP

Patrick, N., & Mbanzabugabo, J.B., Global Scientific Journals, 9(9)

2020

Cloud computing and security: The security mechanism and pillars of ERPs on cloud technology

Wilson, M., & Mbanzabugabo, J.B., International Journal of Innovative Science and Research Technology, 5(4)

2020

The intelligent software systems: The practical implementation of software security vulnerabilities detection modeling

Mbanzabugabo, J.B., Wilson, M., & Liliane, U., Open Access Library Journal, 7(11), 1–7

2019

Convolutional neural network to uncover banks’ hidden patterns and unknown correlations

Prince, R., & Mbanzabugabo, J.B., International Journal of Scientific and Research Publications

2018

Data Structures and Algorithms using C

Mbanzabugabo, J.B., & Prince, R., Amazon KDP · ISBN 9781981053759

2018

Data Structures and Algorithms: Student version

Mbanzabugabo, J.B., & Prince, R., Éditions Universitaires Européennes · ISBN 978-620-2-28796-8

2018

Assessing the effectiveness of business automation in micro-finance institutions: Customers’ perspective

Nahayo, D., Mbanzabugabo, J.B., & Francois, M., International Journal of Information Engineering and Applications, 1(3), 145–149

2018

Impact of intelligent road traffic control in a technologically connected vehicle environment

Gilbert, U., Mbanzabugabo, J.B., & Eric, H., International Journal of Computer Science Trends and Technology, 6(3), 265–274

2018

From traditional to technology-based education in primary schools

Chantal, U., Mbanzabugabo, J.B., & Gamariel, M., International Journal of Novel Research in Education and Learning, 5(3), 105–112

2018

Cloud computing: An avenue for enhancing e-government systems

Mbanzabugabo, J.B., International Journal of Computer Science Trends and Technology, 6(5), 255–267

2016

Cloud computing as a suitable alternative to traditional on-premise ERP and massive data storage

Mbanzabugabo, J.B., & Prince, R., International Journal of ICT and Management

2016

Survey of computing and future trends: What is next in computing

Mbanzabugabo, J.B., International Journal of Computer Science Trends and Technology, 4(2), 19–24

Teaching

2024 – 2026

Teaching Assistant, FSU graduate courses

Florida State University

  • EME 6356 Learning & Web Analytics
  • EME 5603 Introduction to the Systematic Design of Instruction
  • EME 5602 Technology & Design · EME 6415 Development of Computer Courseware
  • EME 5457 Introduction to Distance Learning · EDF 5442 Inquiry & Measurement
  • ADE 5189 Staff Training & Development
2013 – 2023

Undergraduate and graduate computing courses

University of Kigali · UTB · University of Rwanda · University of Gitwe

  • Artificial Intelligence, Data Structures & Algorithms, Database Systems, Software Engineering
  • System Analysis & Design, Theory of Computation, Computer Architecture, OOP (C++, Java)
  • Graduate: Research Methodology for IT, Multimedia & Emerging Technology, ICT & Project Management

Curriculum development

Team leader: B.Sc. Computer Science; B.Sc. Information Technology; M.Sc. Data Science & Analytics

University of Kigali

Team leader: B.Sc. Smart Computing; B.Sc. Computer Application

UTB

Team leader: B.Sc. Computer Science Engineering; member, Software Development & Cybersecurity tracks

University of Gitwe

2022

Needs assessment & curriculum: B.Sc. Computer Science (Data Science, Software Development, Networks)

Kigali Independent University

Supervision & mentoring

2019 – 2021

Doctoral committee member, 3 Ph.D. candidates in Embedded Computing

African Center of Excellence in IoT, University of Rwanda

2016 – 2021

Dissertation supervisor for 25+ master’s students

University of Kigali · University of Rwanda (ACEIoT)

2015 – 2023

Mentor to 50+ undergraduate final-year research projects

Rwandan universities

2021 – present

External reviewer (opponent), Ph.D. thesis defences

Tomsk State University, Russia

Consultancy & training

2023

Digital Literacy Trainer-Consultant, Ministry of Education & INSA staff

Neuronet Plc & ICDL Africa, Addis Ababa, Ethiopia

  • Designed and delivered ICDL Core to Advanced training
  • Ran Train-the-Trainer and ToT programmes
2021

Trainer, Module 2: AI Sectoral Approaches

Africa–Asia AI Policy Maker Network (GIZ), Kigali

2021

Digital Literacy Trainer-Consultant, National Bank of Rwanda

ICDL Africa

  • Train-the-Trainer programme across 12 ICDL modules
2019

IT Expert, ICT4COM Strategy

Ministry of Trade and Industry (MINICOM), Rwanda

2018

Digital Literacy Trainer-Consultant, ICT in Education Project

Computer Aid & ICDL Africa · Njala University, Sierra Leone

2016 – 2019

Training Coordinator: WASAC capacity programmes (Oracle R12 with KOENIG India; staff development)

UTB / M-Services

Professional service

2019 – present

Member, national IT standards technical committee (ISO/IEC mirror)

Rwanda Standards Board

2023 – present

Member & reviewer, AECT; reviewer, IRRODL

Association for Educational Communications and Technology

2025 – present

E-Learning & Technology Integration Advisory Forum

GHU, Miami

2024

Guest Editor, Scientific Journal of Hospitality and Tourism Management

UTB

2021 – 2022

Institutional Audit & Subject Review Group

Higher Education Council, Rwanda

Certifications

2019 – 2020

Supervision of Doctoral Candidates at African Universities

Stellenbosch University

2019

ICDL Certified Trainer: Core, Professional, Digital Citizen

ICDL Africa

2019

Pedagogical & Research Skills in Postgraduate Training

Higher Education Council, Rwanda

2013

Cisco Certified Academy Instructor (CCAI)

Cisco Networking Academy

2025

Perspectives Program

Constructive Dialogue Institute & FSU

Core competencies

Instructional design & ADDIECurriculum development & evaluationLearning analyticsAI, ML & LLMsNLP & computer visionPython · R · SPSS · NVivo · MAXQDAFull-stack development (Python, Java, C#, PHP, JS, Dart)PostgreSQL · MySQL · SQL Server · MongoDBETL pipelines & APIsCanvas · Moodle · LTI 1.3ERP / MIS developmentAWS · Azure · Google CloudAgile & SDLC project managementPolicy & strategy developmentQuality assurance & institutional auditArticulate 360 · iSpring · Adobe

References available on request · Live CV: my.bshub.us/cv