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RichardNk24/README.md

Hi, I'm Richard Nkulu 👋

Head of Engineering · Senior Software Engineer · Technical Product Builder

I design and build scalable software systems, AI-powered platforms, and enterprise infrastructure, with a strong focus on backend architecture, distributed systems, procurement, logistics, and operational software.

My work spans Python, FastAPI, TypeScript, NestJS, PostgreSQL, Redis, distributed architectures, cloud infrastructure, and modern AI systems.

🌍 Building technology across the DRC, Europe, North America, and Australia.


⚡ About Me

  • 🚀 Currently Building: Merite — an intelligent procurement and enterprise operations platform designed to automate purchasing, approvals, supplier workflows, inventory, and business processes.

  • 🧠 Engineering Focus: Backend architecture, distributed systems, API design, real-time systems, data-intensive applications, AI engineering, and scalable infrastructure.

  • 🐍 Python: Building high-performance backend services and AI/data systems with Python, FastAPI, asyncio, Pydantic, SQLAlchemy, PostgreSQL, and asynchronous architectures.

  • 🤖 AI Engineering: LLM integrations, structured generation, embeddings, vector search, retrieval systems, AI agents, and production AI workflows using platforms such as OpenAI and Anthropic.

  • 🏗️ Domain Expertise: Procurement, logistics, enterprise workflows, inventory management, approval systems, and business process automation.

  • 📱 Products: Developer of Pepo Bêta, a mobility platform designed for the DRC market.

  • 🌍 Engineering Philosophy: Build systems that are maintainable today, scalable tomorrow, and understandable by the engineers who inherit them.

  • 🧠 Beyond Engineering: History, philosophy — particularly Plato and Spinoza — geopolitics, science, and space exploration.


🚀 Technical Stack

🐍 Python & Backend Engineering

Areas of focus:
asyncio · concurrency · API architecture · dependency injection · type safety · profiling · performance · background processing · streaming · WebSockets · distributed systems · testing · observability


⚙️ Backend, APIs & Data

Architecture:
REST APIs · event-driven systems · queues · caching · transactional workflows · multi-tenant SaaS · RBAC · workflow engines · distributed processing


🤖 AI & Intelligent Systems

Working with:
LLMs · embeddings · vector databases · RAG · structured outputs · tool calling · AI agents · semantic search · AI-assisted workflows


💻 Frontend & Mobile


🗄️ Data & Persistence

Database design · query optimization · indexing · transactions · caching · data modeling · high-volume data processing


🛠️ DevOps & Cloud

Docker · CI/CD · Linux · Nginx · cloud deployments · horizontal scaling · observability · production operations


🏗️ What I Like Building

                    ┌─────────────────────┐
                    │     Applications    │
                    │ Web · Mobile · APIs │
                    └──────────┬──────────┘
                               │
                    ┌──────────▼──────────┐
                    │   Service Layer     │
                    │ FastAPI · NestJS    │
                    └──────────┬──────────┘
                               │
           ┌───────────────────┼───────────────────┐
           │                   │                   │
    ┌──────▼──────┐     ┌──────▼──────┐    ┌──────▼──────┐
    │ PostgreSQL  │     │    Redis    │    │ AI / LLMs   │
    │ Data Layer  │     │Cache/Queues │    │ RAG/Agents  │
    └─────────────┘     └─────────────┘    └─────────────┘
                               │
                    ┌──────────▼──────────┐
                    │ Cloud Infrastructure│
                    │ Docker · AWS · K8s  │
                    └─────────────────────┘

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