Projects
A summary of selected research, educational, and engineering work.
| # | Project |
|---|---|
| 1 | BiLayerEdgeConv |
| 2 | Yekola |
| 3 | GoLegal |
| 4 | Finasucre — Kwilu-Ngongo |
| 5 | USAID / FABS |
| 6 | Entreprendre pour Apprendre |
| 7 | Clinique Marie Yvette |
| 8 | Ensemble pour la République |
1. BiLayerEdgeConv
Research · 2024– · PyTorch, PyG
Dual-branch Graph Neural Network processing 161 water Cherenkov detector stations for extensive air shower (EAS) core position reconstruction in the SWGO experiment. Graph topology is constructed from physical detector geometry; each branch applies EdgeConv and GATConv operators independently to electromagnetic and muonic signals, then fuses representations via bidirectional multi-head cross-attention with learned gating coefficients. The architecture comprises 119K trainable parameters and achieves 45 m mean absolute error — a −20% reduction over single-branch EdgeConv baselines.
2. Yekola
Education & Language Preservation · 2025– · React, NestJS, FastAPI
Lead engineer for an audio-first learning product that helps teach, learn, and preserve African and Indigenous languages. Owns architecture and execution across mobile/web features, instrumentation, and quality gates. Integrates ASR/STT (streaming and batch), neural TTS, and language identification. Backend in Node.js/NestJS and Python/FastAPI with WebSockets/RTC for real-time audio.
3. GoLegal
Industry (Kadea) · 2022–24 · Next.js, Node.js, PostgreSQL
Lead developer for the financial management platform of a law firm. Coordinated between the technical team and non-technical stakeholders. Built with Next.js on the frontend, Node.js on the backend, PostgreSQL for data persistence, and Docker/Bitbucket Pipelines for CI/CD.
4. Finasucre — Kwilu-Ngongo
Industry (Kadea) · 2022– · Vue.js, NuxtJS, Laravel
Lead implementor for the Compagnie Sucrière de Kwilu-Ngongo. Implemented recommendations from an external audit across multiple internal management applications. Oversaw team training and supervised compliance with quality standards. Frontend in Blade/Tailwind/Vue.js (NuxtJS), backend in Laravel, CI/CD via GitLab Pipelines.
5. USAID / FABS
NGO (Kadea) · 2021 · Next.js, Node.js
Designed and developed an awareness application dedicated to combating wildlife crime in the Democratic Republic of Congo, commissioned by USAID. Built with Next.js and Node.js, deployed via CircleCI.
6. Entreprendre pour Apprendre
Education (Kadea) · 2022–23 · React, Node.js, PostgreSQL
Developed an educational platform facilitating connections between schools and businesses to promote entrepreneurial spirit among young people. React frontend, Node.js backend, PostgreSQL database, CI/CD via Docker and GitHub Actions.
7. Clinique Marie Yvette
Healthcare · 2020 · React, Spring Boot, PostgreSQL
Designed and implemented IT solutions for a hospital in Kinshasa — optimizing operational processes including patient records, billing, and scheduling. Built with React on the frontend, Java (Spring Boot) on the backend, PostgreSQL for data, Docker and Bitbucket Pipelines for CI/CD.
8. Ensemble pour la République
Government · 2020 · Vue.js, Laravel, MySQL
Implemented a nationwide identification and member management system. Responsible for design, development, and deployment of the full solution. Vue.js frontend, Laravel backend, MySQL database, Docker and Bitbucket Pipelines for CI/CD.