BUILD
Software Engineering · Systems · Platforms
PORTFOLIO / ARCHIVE PROFESSIONNELLE
Parcours professionnel et réalisations majeures.
Une archive vivante des systèmes conçus, des recherches menées, des disciplines étudiées, des personnes accompagnées et des initiatives techniques dirigées.
Software ArchitectureAI & ResearchDigital HealthProduct DesignCybersecurityTeachingTechnical Leadership
Ingénierie
IA / Recherche
Architecture
Design
Sécurité
Enseignement
Leadership
Accompagnement
SETHIOS01Aperçu professionnel
Sept dimensions, une pratique cohérente.
RESEARCH
AI · Federated Learning · Digital Health
DESIGN
UI/UX · Product Interfaces · Brand Systems
SECURE
Web Security · Defensive Security
TEACH
Programming · Networks · Technology
LEAD
Technical Leadership · Project Direction
MENTOR
Research Methodology · Academic Support
02Réalisations
Des distinctions présentées avec leur état de vérification.
01Déclaré par l’auteur
award
Jenga Congo — 1st Place
Docteur Solution
Recognition associated with the Docteur Solution project.
View evidence · 1
certificateDéclaré par l’auteur
Jenga Congo recognition evidence
Jenga Congo
Justificatif non encore publié.
Métadonnées uniquement03À vérifier
competition
Microsoft Azure Cloud App Hackathon
Third-place participation record; official event naming remains to be documented.
View evidence · 1
credentialÀ vérifier
Azure Cloud App Hackathon evidence
Microsoft
Justificatif non encore publié.
Métadonnées uniquement12À vérifier
competition
Microsoft Ambassador Challenge
Blockchain & AI Integration
A challenge placement record, not represented as an overall or global Microsoft Ambassador ranking.
View evidence · 1
credentialÀ vérifier
Ambassador Challenge evidence
Microsoft
Justificatif non encore publié.
Métadonnées uniquement03Parcours professionnel
Une pratique construite par l’apprentissage, la création et le leadership.
- 01 / Previous role
Part-Time Networking & Telecommunications Trainer · NOVATECH
Part-time training in networking and telecommunications.
- 02 / Previous role
Programmer / Developer · Me Services
Programming and software-development work.
- 03 / Previous role
Biomonitoring & Community Forest Mapping Consultant · INITIAM
Consulting support in biomonitoring and community forest mapping.
- 04 / Previous role
New Technologies / System Design · ISESOD
Work related to new technologies and system design.
- 05 / Previous role
Network Administration & Project Design · Web Business Solution
Network administration and project-design leadership.
- 06 / Previous role
System & Network Administrator · SAAF
Systems and network administration.
- 07 / Previous role
Assistant — Programming & Network Administration · ISESOD
Programming and network-administration support.
- 08 / Previous role
Part-Time Trainer · GetUp Academy
Part-time technology training.
- 09 / Current
Technical Director / CTO · Ubuntu Cybernet
Technical leadership, software architecture, and project direction.
04Projets & Produits
Des systèmes conçus pour la santé, la recherche et la coordination publique.
Work presents selected case studies; this section places those systems inside the broader journey.
platform
Docteur Solution
Digital Health Ecosystem
A connected platform direction spanning citizen experiences, care delivery, institutional operations, intelligence, and shared trust services.
- Patient journey
- Clinician experience
- Hospital systems
- Pharmacy
- Laboratory
- Imaging
- Telemedicine
- AI & analytics
- Interoperability
- Consent & identity
- Security
- Wearables
Project media · 1
screenshotDéclaré par l’auteur
Docteur Solution project media
Justificatif non encore publié.
Métadonnées uniquementresearch-project
OpenHealthFL
Privacy-Preserving Federated Healthcare AI Framework
Experimental infrastructure for hospital federation, local data custody, privacy controls, and inspectable research artifacts.
- Flower
- Federated learning
- FedAvg
- Non-IID experiments
- Differential privacy
- Resource-constrained hospitals
- Experiment tracking
Project media · 1
screenshotDéclaré par l’auteur
OpenHealthFL research and experiment media
Justificatif non encore publié.
Métadonnées uniquementproduct
FindMe
Missing-person coordination platform
An intelligent web-platform concept for collaborative missing-person announcements and structured participation by citizens, neighborhood leadership, and police.
- Facial recognition
- Collaborative announcements
- Citizen participation
- Web architecture
- Testing & evaluation
Project media · 1
screenshotDéclaré par l’auteur
FindMe project media
Justificatif non encore publié.
Métadonnées uniquementresearch-project
Patient Journey Management with Machine Learning
Earlier license research / project stage
Earlier investigation of patient journeys, conversational assistance, biometric authentication, emergency care, and stroke-care context using machine-learning concepts.
- Patient journey
- Chatbot
- Biometric authentication
- Emergency care
- Stroke / AVC context
- Machine learning
Project media · 1
documentDéclaré par l’auteur
Patient journey research material
Justificatif non encore publié.
Métadonnées uniquementEVOLUTION OF THE RESEARCH AND PRODUCT DIRECTION
- 01
License Research
- 02
Patient Journey + Machine Learning
- 03
Docteur Solution
- 04
Digital Health Ecosystem
- 05
OpenHealthFL
- 06
Privacy-Preserving Clinical AI
05Recherche
Une intelligence clinique confidentielle face aux contraintes réelles.
Conception et évaluation d’une architecture d’apprentissage fédéré préservant la confidentialité des données pour l’aide à la décision clinique dans les systèmes de santé à ressources limitées.
An experimental study of collaborative clinical model development across privacy, statistical heterogeneity, and resource constraints.
0.7188
Listed baseline AUROC
03
Hospital nodes represented
1e-5
Listed δ
Federated LearningFedAvgIID / Non-IIDDifferential PrivacyClinical Decision SupportResource-Constrained SystemsExperimentationResearch Platform
Read the research 06Accompagnement académique
Méthodologie, analyse et accompagnement de la recherche.
These records describe support and review—not authorship on another person’s behalf.
FindMe — Methodology & Evaluation
Project-based record
Support around methodology, architecture, implementation, interfaces, testing, and interpretation of results.
- Chapters III & IV
- Methodology
- Architecture
- Interfaces
- Testing
- Results
Accounting Information System Study
Institution anonymized
Methodological and analytical support for an accounting-information-system study.
- Questionnaire refinement
- Findings analysis
- Hypothesis verification
- Journals
- Trial balance
- General ledger
- Inventory book
- Information control
Cocoa Export Supply Chain Study
Topic-based record
Research support for interpreting operational and financial constraints in an export supply chain.
- Price instability
- Bean quality
- Compliance
- Delivery delays
- Coordination
- Logistics
- Working capital
- Cash flow
- Statistical interpretation
Institutional Dataset Analysis
Institutions generalized
Analysis of a supplied 200-record dataset; its provenance is not represented here as independently verified observed respondents.
- Statistical analysis
- Hypothesis verification
- Institutional comparison
- Conclusions
Master Research — Methodology & Discussion Review
Researcher name withheld
Privacy-aware methodological review and academic revision support.
- Methodology review
- Discussion of results
- Academic revision
- Originality and AI-writing risk review
Data Analysis — Chapter Review
Researcher name withheld
Review and enrichment of a methodology and analysis chapter.
- Chapter III review
- Methodological enrichment
- Analytical enrichment
Final Academic Structuring
Document title withheld
Editorial support for the final organization of an academic manuscript.
- Acknowledgements editing
- Abstracts
- Figure list
- Table of contents
- Bibliography
- Final structuring
07Formations & Développement professionnel
Un parcours d’apprentissage pluridisciplinaire.
AI & DataÀ vérifier
Applied Data Science Programme
Listed in source CV as MIT online
User-provided professional-development record; credential documentation is pending.
- Applied data science
- KoboCollect
- ODK
- SPSS
- R
View credential · 1
credentialÀ vérifier
Applied Data Science supporting credential
Justificatif non encore publié.
Métadonnées uniquementSoftware DevelopmentDéclaré par l’auteur
Full-Stack Web Development
Professional development across modern web application engineering.
- Full-stack development
- React
- JavaScript
View credential · 1
credentialDéclaré par l’auteur
Full-stack development supporting credential
Justificatif non encore publié.
Métadonnées uniquementDesignDéclaré par l’auteur
Product & Brand Design
Practical interface, prototyping, and visual-identity training.
- UI/UX
- Figma
- Adobe XD
- Wireframing
- Prototyping
- Design systems
- Logo design
- Visual identity
View credential · 1
credentialDéclaré par l’auteur
Product and brand design supporting credentials
Justificatif non encore publié.
Métadonnées uniquementCybersecurityDéclaré par l’auteur
Practical Defensive Cybersecurity Training
Defensive training record without a claim of professional certification.
- Web security
- Vulnerability assessment
- Security review
- Vulnerability analysis
- Security advisory
View credential · 1
credentialDéclaré par l’auteur
Defensive cybersecurity supporting credential
Justificatif non encore publié.
Métadonnées uniquementGeospatial, Business & LanguagesDéclaré par l’auteur
Complementary Professional Development
Additional user-provided learning across geospatial tools, entrepreneurship, and language development.
- ArcGIS
- QGIS
- Entrepreneurship & business
- English language training
View credential · 1
credentialDéclaré par l’auteur
GIS, business, and language supporting credentials
Justificatif non encore publié.
Métadonnées uniquementTelecommunicationsDéclaré par l’auteur
Academic Telecommunications Internship
AYHATCOM
Academic internship record in telecommunications.
- Telecommunications
View credential · 1
documentDéclaré par l’auteur
Telecommunications internship attestation
AYHATCOM
Justificatif non encore publié.
Métadonnées uniquement08Conférences & Événements
Des participations présentées sans rôle supposé.
2024À vérifier
Africa HealthTech Summit — 2024
Digital Health Conference
Participation record — role to be documented
Event media · 1
badgeÀ vérifier
2024 event participation evidence
Africa HealthTech Summit
Justificatif non encore publié.
Métadonnées uniquement2025À vérifier
Africa HealthTech Summit — 2025
Digital Health Conference
Participation record — role to be documented
Event media · 1
badgeÀ vérifier
2025 event participation evidence
Africa HealthTech Summit
Justificatif non encore publié.
Métadonnées uniquement09Enseignement, Leadership & Expérience
Des fonctions en technologie, formation et direction de projets.
Current
leadership
Technical Director / CTO
Ubuntu Cybernet
Technical leadership, software architecture, and project direction.
Technical leadership · Software architecture · Project direction
Previous role
teaching
Part-Time Trainer
GetUp Academy
Part-time technology training.
Teaching · Technical knowledge sharing
Previous role
professional experience
Assistant — Programming & Network Administration
ISESOD
Programming and network-administration support.
Programming · Network administration
Previous role
professional experience
System & Network Administrator
SAAF
Systems and network administration.
Systems · Network administration
Previous role
leadership
Network Administration & Project Design
Web Business Solution
Network administration and project-design leadership.
Networks · Project design
Previous role
professional experience
New Technologies / System Design
ISESOD
Work related to new technologies and system design.
System design · Technology
Previous role
professional experience
Biomonitoring & Community Forest Mapping Consultant
INITIAM
Consulting support in biomonitoring and community forest mapping.
Biomonitoring · Community mapping
Previous role
professional experience
Programmer / Developer
Me Services
Programming and software-development work.
Programming · Development
Previous role
teaching
Part-Time Networking & Telecommunications Trainer
NOVATECH
Part-time training in networking and telecommunications.
Networking · Telecommunications · Teaching
10Références / Archive
Parcourir l’ensemble du dossier professionnel.
Filtering enhances a server-rendered archive; every record remains available in the source HTML.
32 éléments affichés
distinctionDéclaré par l’auteur
Jenga Congo — 1st Place
Docteur Solution
Recognition associated with the Docteur Solution project.
compétitionÀ vérifier
Microsoft Azure Cloud App Hackathon
Third-place participation record; official event naming remains to be documented.
compétitionÀ vérifier
Microsoft Ambassador Challenge
Blockchain & AI Integration
A challenge placement record, not represented as an overall or global Microsoft Ambassador ranking.
projet
Docteur Solution
Digital Health Ecosystem
A connected platform direction spanning citizen experiences, care delivery, institutional operations, intelligence, and shared trust services.
projet
OpenHealthFL
Privacy-Preserving Federated Healthcare AI Framework
Experimental infrastructure for hospital federation, local data custody, privacy controls, and inspectable research artifacts.
projetDéclaré par l’auteur
FindMe
Missing-person coordination platform
An intelligent web-platform concept for collaborative missing-person announcements and structured participation by citizens, neighborhood leadership, and police.
projetDéclaré par l’auteur
Patient Journey Management with Machine Learning
Earlier license research / project stage
Earlier investigation of patient journeys, conversational assistance, biometric authentication, emergency care, and stroke-care context using machine-learning concepts.
recherche
Conception et évaluation d’une architecture d’apprentissage fédéré préservant la confidentialité des données pour l’aide à la décision clinique dans les systèmes de santé à ressources limitées.
An experimental study of collaborative clinical model development across privacy, statistical heterogeneity, and resource constraints.
accompagnement académique
FindMe — Methodology & Evaluation
Support around methodology, architecture, implementation, interfaces, testing, and interpretation of results.
accompagnement académique
Accounting Information System Study
Methodological and analytical support for an accounting-information-system study.
accompagnement académique
Cocoa Export Supply Chain Study
Research support for interpreting operational and financial constraints in an export supply chain.
accompagnement académique
Institutional Dataset Analysis
Analysis of a supplied 200-record dataset; its provenance is not represented here as independently verified observed respondents.
accompagnement académique
Master Research — Methodology & Discussion Review
Privacy-aware methodological review and academic revision support.
accompagnement académique
Data Analysis — Chapter Review
Review and enrichment of a methodology and analysis chapter.
accompagnement académique
Final Academic Structuring
Editorial support for the final organization of an academic manuscript.
formationÀ vérifier
Applied Data Science Programme
User-provided professional-development record; credential documentation is pending.
formationDéclaré par l’auteur
Full-Stack Web Development
Professional development across modern web application engineering.
formationDéclaré par l’auteur
Product & Brand Design
Practical interface, prototyping, and visual-identity training.
formationDéclaré par l’auteur
Practical Defensive Cybersecurity Training
Defensive training record without a claim of professional certification.
formationDéclaré par l’auteur
Complementary Professional Development
Additional user-provided learning across geospatial tools, entrepreneurship, and language development.
formationDéclaré par l’auteur
Academic Telecommunications Internship
Academic internship record in telecommunications.
conférenceÀ vérifier
Africa HealthTech Summit — 2024
Conference participation record retained with a neutral role until supporting documentation is available.
conférenceÀ vérifier
Africa HealthTech Summit — 2025
Conference participation record retained with a neutral role until supporting documentation is available.
leadershipDéclaré par l’auteur
Ubuntu Cybernet
Technical leadership, software architecture, and project direction.
enseignementDéclaré par l’auteur
GetUp Academy
Part-time technology training.
expérience professionnelleDéclaré par l’auteur
ISESOD
Programming and network-administration support.
expérience professionnelleDéclaré par l’auteur
SAAF
Systems and network administration.
leadershipDéclaré par l’auteur
Web Business Solution
Network administration and project-design leadership.
expérience professionnelleDéclaré par l’auteur
ISESOD
Work related to new technologies and system design.
expérience professionnelleDéclaré par l’auteur
INITIAM
Consulting support in biomonitoring and community forest mapping.
expérience professionnelleDéclaré par l’auteur
Me Services
Programming and software-development work.
enseignementDéclaré par l’auteur
NOVATECH
Part-time training in networking and telecommunications.
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