I'm a passionate AI Developer & Backend Engineer at Asyst Resources LTD, specializing in Agentic AI, Multi-Agent Systems, and Scalable Microservices. I live for the intersection of clean architecture and intelligent automation. Currently, I am focused on engineering Autonomous Agents, RAG systems, and bridging the gap between raw LLM logic and production-ready applications.

I founded and currently lead Ijwi ry'Ikirundi AI, an open-source organization dedicated to digitizing the Kirundi language. We are building the foundational datasets and models for the future of Kirundi AI.

• Organization: github.com/Ijwi-ry-Ikirundi-AI
• Hugging Face: huggingface.co/Ijwi-ry-Ikirundi-AI

Completed a comprehensive 6-week, 5-framework intensive building Autonomous Systems — from raw LLM API patterns to production-grade multi-agent architectures.

• 🇧🇮 Kirundi Open Speech & Text Dataset — The first large-scale, open-source speech and text dataset for Kirundi. Leading a community of contributors to build resources for ASR, TTS, and Machine Translation.
• 🎮 Kirundi Contribution App — A gamified web platform for crowdsourcing language data. Features "Easy" and "Medium" levels to make contributing fun and accessible. Play Live Here!
• 🚀 Dev Swarm: Autonomous Software Agency — A multi-agent AI system where autonomous agents (Manager, Backend, Frontend, QA) collaborate to build software. Features Dockerized code execution for safety and hierarchical task delegation using CrewAI.
• 🧬 Enterprise RAG ChatBot — A fully containerized production-ready, framework-free RAG microservice.
• 🌍 Burundian Language Identifier — Custom-trained NLP model to classify Kirundi, French, Swahili, and English. Live Demo Here!
• 📱 SamandariApp — Flutter-based productivity hub powered by AI and customizable widgets.
• 💰 E-Sama: Boutique & POS — Production Flutter POS app with paying users. Supports 3 store types (Retail, Restaurant, Rental), 3 languages, offline-first with AES-256 encryption , subscription-based SaaS model.

• 🧩 Multi-Agent Orchestration: CrewAI, LangGraph, AutoGen, OpenAI Agents SDK, MCP.
• 🧠 AI Engineering: RAG, Vector Databases (Qdrant/Milvus), Embeddings, and Fine-tuning.
• 🗣️ Audio & NLP: Speech Recognition (Whisper/Faster-Whisper), TTS, and NLTK/SpaCy pipelines.
• 🛡️ Production Patterns: Evaluation loops, Guardrails, Dockerized Code Execution.
• 🔐 Security: Cybersecurity, SOC Analysis (MITRE ATT&CK), Ethical Hacking (Kali Linux daily driver).
• ⚙️ Backend: NestJS, Python (FastAPI/Django), and Microservices.
• 📱 Mobile: Flutter (Hive, Provider, AES-256 encryption, Bluetooth ESC/POS printing).

• 🛠️ Workflow Tools:

• Rapid tech learner & adaptive problem solver
• REST API design & implementation
• Micro-services architecture (end-to-end)
• Clean code, documentation & testing
• Security-first mindset (Ethical Hacker at heart 🐍)

🇧🇮 The first large-scale, open-source speech and text dataset for Kirundi language. A community-driven initiative building AI capabilities for 12M+ Kirundi speakers through collaborative data collection, featuring ASR, TTS, and machine translation capabilities with comprehensive documentation and automation tools.

💰 Production Flutter POS & shop management app with paying users. Supports 3 store types (Retail, Restaurant, Rental), 3 languages (EN/FR/SW), offline-first architecture with AES-256 encryption, Bluetooth thermal printing, CRM & loyalty, and subscription-based SaaS monetization.

A comprehensive backend solution micro-service for user authentication, authorization, and management using NestJS with Keycloak, Vault, Swagger, and more. Offers robust RESTful APIs with security best practices, role management, and seamless integration for scalable applications.

• ⌨️ You can’t beat me at typing
• 🏥 Former Nurse turned Engineer — I treat production bugs like medical emergencies.
• 🎵 Music producer & late-night coder
• 🍭 Sweet tooth certified — I debug with chocolate
• 🕹️ Gamer, hacker, and tech philosopher