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Salomon Kabongo

Chercheur mu AI · Lead Software Engineer · PhD mu Informatique

Expérience

  • Lead Software Engineer

    State Farm — Innovation Group

    Feb 2022 – Lelu

    Applied AI research and engineering

    • Led applied research and development on synthetic-media detection, video understanding, and vision-language models to inform technical decisions.
    • Designed embedding-based pre-labeling pipelines to accelerate data annotation and model-development workflows.
    • Architected a document deduplication system combining exact hashing and visual-similarity search to identify near-duplicate content at scale.
    • Co-invented computer-vision systems for privacy and document analysis, including an issued U.S. patent and a pending published patent application.
  • Board Member

    Masakhane Research Foundation

    2021 – May 2026

    Global

    Former board member

    • Helped shape the Masakhane AI Hub’s 2025–2029 strategy for language technology and digital public infrastructure serving African-language communities.
    • Supported governance and partnerships associated with approximately $9M in research funding and collaborations with Google.org, Lacuna Fund, UNESCO, the Gates Foundation, and IDRC.
  • Research Assistant

    L3S / Leibniz Information Center for Science & Technology (TIB)

    Nov 2020 – Nov 2022

    Hannover, Germany

    • Defined and pursued a multi-year research agenda for converting empirical AI results in scientific papers into reliable, machine-actionable leaderboard records.
    • Developed and evaluated transformer and large-language-model pipelines across supervised, zero-shot, few-shot, and instruction-tuning settings.
    • Engineered the core Leaderboards feature for the Open Research Knowledge Graph, integrating extracted Task-Dataset-Metric-Score records into searchable knowledge-graph views.
    • Built datasets and evaluation workflows for scholarly information extraction, including context-selection studies, ablations, and exact- and partial-match analyses.

Dilonga

  • PhD in Computer Science — AI / Natural Language Processing (LLMs)

    Leibniz Universität Hannover

    Nov 2020 – Nov 2025

    Hannover, Germany

  • Master's in Machine Intelligence

    African Master's in Machine Intelligence (AMMI)

    Sponsored by Google and Facebook through AIMS

    Oct 2019 – Nov 2020

    Accra, Ghana

  • Master's in Mathematical Sciences

    University of the Western Cape

    African Institute for Mathematical Sciences (AIMS South Africa)

    Aug 2018 – Jun 2019

    Cape Town, South Africa

  • BSc (Honours) in Mathematics & Computer Science

    Université de Lubumbashi

    Oct 2014 – Jul 2017

    Lubumbashi, DRC

Bapublication ne ba brevet basungudibue

  • Systems and Methods for Image Privacy and De-identification

    2026

    U.S. Patent

    U.S. Patent No. 12,613,996 · Issued Apr. 28, 2026 · Assignee: State Farm

    Issued U.S. patent

  • INJONGO: A Multicultural Intent Detection and Slot-filling Dataset for 16 African Languages

    2025

    ACL

    Co-authored a culturally grounded benchmark for intent detection and slot filling in 16 African languages.

  • IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models

    2025

    NAACL

    Co-authored a human-translated benchmark for evaluating language-model reasoning across 17 African languages.

  • Effective Context Selection in LLM-based Leaderboard Generation

    2024

    NLDB

    First-author study of how document representation and context selection affect extraction quality, reliability, and efficiency.

  • Systems and Methods for Advanced Duplicate Image Search and Analysis

    2024

    U.S. Published Patent Application

    App. 18/652,500 · Publication No. US20240411724A1 · Assignee: State Farm

    Pending published application

  • Zero-shot Entailment of Leaderboards for Empirical AI Research

    2023

    ACM/IEEE JCDL

    First-author evaluation of whether supervised extraction models generalize to unseen leaderboard labels.

  • Bibletts & LiSTra: African Speech Corpora

    2022

    Interspeech, NeurIPS Workshops

    High-fidelity multilingual speech corpus; first English-to-Lingala speech translation baseline

  • Automated Mining of Leaderboards for Empirical AI Research

    2021

    ICADL · International Journal on Digital Libraries

    First-author research on extracting and representing empirical AI results from scientific text.

    ICADL 2021 Best Paper Award

  • Participatory Research for Low-Resourced Machine Translation

    2020

    EMNLP Findings

    Community-led research on methods and infrastructure for African-language machine translation.

Ba compétence technique

Miakulu

Python · C/C++ · SQL · Bash

Deep learning ne AI

PyTorch · TensorFlow · Hugging Face Transformers · LLM fine-tuning · RAG · OpenCV

Cloud ne MLOps

AWS (SageMaker, Lambda) · Docker · Kubernetes · Google Cloud Vertex AI · Linux · Git

Ba domaine ya recherche

Experiment design · Dataset construction · Ablation studies · Zero/few-shot evaluation · Information extraction

Ba distinction

  • 2026

    U.S. Patent No. 12,613,996 issued

    Systems and Methods for Image Privacy and De-identification · Assignee: State Farm

  • 2021

    ICADL Best Paper Award

    International Conference on Asian Digital Libraries

  • 2020

    DLRL Summer School

    CIFAR / Mila, Montreal

  • 2020

    Google Hash Code — Ranked 1747/10724

    Google

  • 2019

    ACM Future of Computing Academy (FCA) Member

    Association for Computing Machinery — 36 selected globally