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bernard-ng/README.md

About Me

I focus on building and researching digital systems that work under real-world constraints. My work centers on backend engineering, scalable architectures, and applied computing, with a strong interest in emerging markets such as the Democratic Republic of Congo (DRC). I am particularly drawn to problems where infrastructure, scale, and resources are imperfect, and where solutions must be robust, practical, and sustainable to matter.

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  1. basango basango Public

    Basango : Towards a scalable and intelligent system for Congolese News curation

    TypeScript 5

  2. points-of-interest points-of-interest Public

    Points of Interest: collaborative hotspot mapping through anonymous crowdsourcing

    TypeScript 10

  3. drc-legal-ner drc-legal-ner Public

    Automated Citation Detection in Congolese Legal Texts: Leveraging LLM-Based NER for Knowledge Graph Construction

    Python 3 1

  4. drc-ners-nlp drc-ners-nlp Public

    A Culturally-Aware NLP System for Congolese Name Analysis and Gender Inference

    Python 2 1

  5. drc-juro-rag drc-juro-rag Public

    Juro: A Retrieval-Augmented Generation AI Chatbot for Enhancing Legal Information Access in Resource-Constrained Settings

    Jupyter Notebook 1

  6. undergraduate-thesis undergraduate-thesis Public

    Design and development of an LLM-based chatbot as a tool for outreach to the Congolese legal system

    TeX 4