Open to Software & AI Engineering opportunities

Hi, I'm

Exhorte
Mboumba

Software Engineer · AI Engineer

Engineering software and intelligent systems that solve real-world problems.

I design and build full-stack applications, backend systems, AI-powered tools, and automated workflows. My focus is turning complex requirements into practical, reliable, and maintainable software.

Based in Dakar, Senegal
Explore my work Get in touch
Exhorte Mboumba
React Spring Boot Next.js AI Agents
Core stack
Who I am

About

I'm a software engineer focused on building practical software products and intelligent systems.

My work spans full-stack development, backend engineering, software architecture, and AI-powered applications. I enjoy solving problems that require more than a user interface: designing reliable APIs, structuring data, integrating AI capabilities, automating workflows, and ensuring that individual components work together as a coherent system.

I approach engineering with an emphasis on clear architecture, maintainability, security, and testing. Whether I'm building a multi-agent platform, a document-grounded AI assistant, or a cross-platform application, my objective is the same: deliver software that addresses a real need and can evolve beyond its initial implementation.

My current interests include AI agent orchestration, retrieval-augmented generation, knowledge-intensive applications, and intelligent business automation.

Licence in Software Engineering · Institut Supérieur d'Informatique (ISI), Dakar · 2026

How I work

Clear architectureMaintainabilitySecurityTesting

Areas of work

  • Full-stack & backendSpring Boot and Next.js applications with REST APIs, authentication and relational data.Tontyn, Fryle
  • Applied AIDocument-grounded RAG with cited sources, and multi-agent orchestration with schema-validated state.HRagentAssistant, AI Software Architect
  • Desktop & local inferenceA Windows dictation app in Rust and Tauri with on-device speech recognition.Vozel
Toolbox

Skills

Technologies I have used in the projects below, grouped by area.

Software Engineering

  • Java
  • Spring Boot
  • TypeScript
  • JavaScript
  • React
  • Next.js
  • REST APIs
  • Software Architecture
  • Testing (JUnit, pytest, Vitest)

AI Engineering

  • LLM Integration
  • Retrieval-Augmented Generation
  • AI Agent Orchestration
  • Structured Outputs & Validation
  • LangChain
  • Machine Learning (scikit-learn, XGBoost)
  • Document Processing

Application Development

  • Python / FastAPI
  • Django
  • Laravel
  • Flutter
  • React Native / Expo
  • Rust / Tauri
  • .NET / WPF

Data & Infrastructure

  • PostgreSQL
  • SQLite
  • MySQL
  • Prisma
  • Qdrant
  • Supabase
  • Docker
  • Git / GitHub
  • Vercel
  • Render
Selected work

Featured Projects

Four projects that show how I work, from AI systems to full-stack and desktop applications. Each one states its status and limits.

AI / Multi-agentIn Development

AI Software Architect

Multi-agent platform designed to turn a product idea into structured engineering deliverables.

TypeScriptNext.js 16Trigger.devVercel AI SDK
View project Source code
Applied AI / RAGWorking Prototype

HRagentAssistant

HR assistant that answers from company documents, cites its sources and abstains when evidence is insufficient.

PythonStreamlitQdrantLangChain
View project Source code
Full-stack / MobileAvailable Demo

Tontyn

Secure web and mobile platform for managing community savings circles (tontines).

JavaSpring BootPostgreSQLReact
View project Source code Live demo
Desktop / Local AIWorking Prototype

Vozel

Windows dictation app that transcribes on-device and inserts text into the application you are using.

RustTauri 2ONNX RuntimeReact
View project Source code Website

More projects

  • Fryle

    Working Prototype

    Electronics store with a PostgreSQL-backed catalog and orders, and Stripe Checkout payments.

    Next.js · React 19 · Prisma · PostgreSQL

    Source code

  • medicalAgent

    Working Prototype

    RAG assistant that answers only from uploaded medical PDFs, with a FastAPI backend and a static web client.

    Python · FastAPI · LangChain · Pinecone

    Source code

  • FraudLens

    Working Prototype

    Educational project: credit-card fraud detection under extreme class imbalance, with leak-free evaluation, threshold and cost analysis, and probability calibration.

    Python · scikit-learn · XGBoost · imbalanced-learn

    Source code

  • ChurnLens

    Working Prototype

    Educational project: reproducible customer-churn workflow with a nine-section Streamlit app, a FastAPI scoring service and an assumption-driven retention simulator.

    Python · scikit-learn · Streamlit · FastAPI

    Source code

  • Fluent

    Experimental

    Local-first French dictation and AI rewriting for Windows

    C# · .NET · WPF · Whisper

    Details Source code

  • Finway

    Experimental

    Banking dashboard built with Next.js, Appwrite, Plaid and Dwolla (sandbox environments).

    Next.js 16 · React 19 · TypeScript · Appwrite

    Source code
See all projects on GitHub
Let's connect

Have a project, product or technical challenge in mind?

Open to relevant Software Engineering and AI Engineering opportunities, technical collaborations, and selected freelance projects.

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