Curriculum Vitae

MSc Computer Science Engineering

CIC-IPN, Mexico City

Thesis: Graph neural networks for extensive air shower core reconstruction in the SWGO experiment. Lab: Modeling & Simulation. Focus: geometric deep learning, physics-informed ML.

BSc Mathematics & Computer Science

UPN, Kinshasa, DR Congo

Specialization: Information Systems Design. Coursework in discrete mathematics, algorithm design, database theory, and software architecture.

Undergraduate Mathematics

UPN, Kinshasa, DR Congo

Foundation in analysis, linear algebra, probability, and numerical methods.

MSc Thesis Researcher

CIC-IPN, Mexico City

Designed BiLayerEdgeConv, a dual-branch GNN architecture with cross-attention fusion for EAS core position reconstruction in the SWGO experiment. Trained on HAWCSim-generated Monte Carlo events (10⁵+ simulated showers). Achieved 45 m MAE, a −20% reduction over single-branch baselines. Funded by CONACYT and BEIFI scholarships.

Student Member

SWGO & HAWC Collaborations

Active contributor to the ML & Reconstruction working group within SWGO. Developing graph-based methods for Water Cherenkov Detector event reconstruction in gamma-ray astronomy.

Lead Engineer (Volunteer)

Yekola

Technical lead for an audio-first language preservation platform targeting low-resource Congolese languages. Architecting the ML pipeline: ASR with cross-lingual transfer learning (wav2vec 2.0), TTS synthesis, and language identification.

Lead Developer

Kadea Software, Kinshasa

Led a team of 5–8 developers. Key projects: GoLegal (law firm financial management), Finasucre/Kwilu-Ngongo (industrial audit implementation), Entreprendre pour Apprendre (educational platform), USAID/FABS (wildlife crime awareness), Pavillon Noir (international creative agency website), SID (fiscal management for SMEs). Organized workshops on project management, QA, and development security.

Full-Stack Developer / Analyst Developer

Freelance & K-Soft, Kinshasa

Delivered 15+ production systems: Clinique Marie Yvette (hospital IT), Leon Hotel (operations optimization), Ensemble pour la République (national identification system), Philia, Kuuza, Mwasi NFT. Stack: React, Vue.js, Laravel, Spring Boot, Flask, PostgreSQL, MySQL, Docker.

CONACYT Scholarship

National competitive scholarship by Mexico's Council of Science and Technology for full-time MSc studies.

BEIFI Scholarship (IPN)

Institutional Research Incentive for graduate students demonstrating measurable research output.