Hi, I’m
Software Engineer & Data / AI Specialist
I build web systems and data models that hold up in production.
Building here, with what we have, tools that last.
Shipped and ongoing projects: what they do, what they are built with, and what they produced.
5 projects
Machine Learning & Data Science
End-to-end supervised Machine Learning pipeline for automated fraud detection in high-volume transaction streams.
96.4%Random Forest model achieving an optimized F1-score
Architecture
Web Platform & Linguistics
Digital platform dedicated to the broadcasting, learning, and educational and cultural promotion of the Haitian Creole language.
Architecture
Full-Stack Web Development
Comprehensive business management system featuring inventory tracking, invoicing, and analytics reporting for growing SMEs.
Architecture
Specialized e-commerce platform with automated order management, delivery tracking, and a self-hosted mail server infrastructure.
Digitizing traditional rotating savings groups (sols/sabotay) with mobile payment integration (MonCash/NatCash), offline-first operation and creditworthiness scoring.
What I learn, what I build, what I measure.
3 min read
Why combining Server Components and Server Actions redefines state management, slashes JavaScript bundle size, and guarantees smooth user experiences even on low-bandwidth networks.
3 min read
In mobile money transactions, fraud often represents less than 0.1% of all traffic. A practical look at avoiding accuracy pitfalls and deploying robust models in Python.
2026 – present
Haitian Institute of Statistics and Informatics (IHSI) — Northern Bureau
Analysis and processing of statistical series (CPI), design of interactive dashboards using Microsoft Power BI (DAX), and practical training of executives in the use of AI tools.
2026 – present
Cap Terminal SA (CTSA)
Coordination of nighttime container flows, supervision of handling teams, and operational management of port logistics incidents.
2026 – present
Coding Club Cap-Haïtien
Organization of development workshops, Live Coding sessions, and technical presentations at CodeFest Cap 2026.
2025 — 2026
FRST / Bank of the Republic of Haiti (BRH) — Faculty of Sciences (UEH)
Excellence training supported by the Science and Technology Research Fund (FRST) and the Central Bank (BRH) at the Faculty of Sciences (UEH).
2021 — 2026
Henry Christophe Campus of Limonade (UEH)
Rigorous university training in Computer Science covering software engineering, database architecture, and distributed systems.
2020 — 2021
EXCELLENCE School of Computing — Cap-Haïtien
Practical training in operating system fundamentals, structured document drafting, spreadsheet utilization, and the design of professional presentation media.
Certified
Certificate in Data Science, Mathematics, and Artificial Intelligence (FRST)
Faculty of Sciences (FDS) — State University of Haiti / BRH
In Preparation
Google Professional Machine Learning Engineer
Google Cloud
Certified
Introduction to Cybersecurity
Cisco Networking Academy
Certified
Quality Assurance & Software Testing
JobPaw
Certified
Python Developer Bootcamp
Udemy
Certified
Certificate in Official Statistics - UNITAR, United Nations Institute for Training and Research
UNITAR
The tools I use, grouped by how I actually use them: mastered, used in projects, or being learned.
9 tools
7 tools
5 tools
4 tools
Software Engineer and Data / AI Specialist, Bendy SERVILUS designs resilient web architectures, models complex statistical flows, and deploys applied AI solutions to address real organizational challenges.
Designing resilient web architectures, statistical data modeling, and deploying applied AI solutions.
Active engagement within the tech community of northern Haiti: knowledge sharing, Live Coding sessions, and conferences.
For a contract, a role or a collaboration in web, data or AI.