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Codinglone - Overview

Fabrice Niyokwizerwa | Software Engineer (AI Data Infrastructure)

I build high-performance software and scalable infrastructure for AI data collection. I specialize in bridging the gap between high-level application requirements and low-level systems engineering, ensuring that data pipelines are reliable, performant, and capable of operating at scale.

Core Technical Stack

  • Systems Engineering: Rust, C, Linux Internals, Concurrency
  • Data Infrastructure: Distributed Systems, High-Throughput Pipelines, Scalable Backend Design
  • Full-Stack: Python, TypeScript, FastAPI, Quarkus, React/NextJS
  • Engineering Interests: AI Systems, Performance Optimization, Memory Management, Networking

What I Bring

  • AI Infrastructure Expertise: Currently at Digital Umuganda, where I design and maintain robust data collection systems that drive large-scale AI training.
  • Systems-First Engineering: A relentless focus on how software interacts with hardware to maximize data throughput and minimize latency in high-demand environments.
  • Full-Cycle Delivery: Proven experience architecting and scaling production-grade ingestion systems that reliably handle heavy, concurrent loads.
  • Rapid Iteration: I specialize in high-velocity prototyping, diagnosing complex system bottlenecks, and re-architecting for stability.

Current Focus Advancing my work in systems programming and distributed architectures. I am currently building tooling designed to optimize efficiency and ensure the data integrity of massive-scale AI pipelines.

Pinned Loading

  1. CLI-first deterministic audio/video quality gate. Catches corrupted, invalid, or low-quality media before it reaches humans.

    Python 1

  2. Local-first, Linux-native computer-use agent with optional cloud vision.

    Python

  3. A unified context layer that connects your local data — repositories, documents, remote machines, and notes — to LLM interfaces through the Model Context Protocol (MCP).

    Python 1

  4. A distributed voice communication platform that integrates Asterisk telephony with AI-powered chatbots for English and Kinyarwanda languages.

    Python