publications

2025

1. Capstone

   SCADAgric: Agentic Farm Monitoring & Intervention System

   D. Nsanzimfura, C. Kwizera, G. Igwegbe, and Martins Awojide

   2025

   CMU Master’s Capstone

   Bib HTML Code

   @misc{nsanzimfura2025scadagric,
     title = {{SCADAgric}: Agentic Farm Monitoring \& Intervention System},
     author = {Nsanzimfura, D. and Kwizera, C. and Igwegbe, G. and Awojide, Martins},
     year = {2025},
     note = {CMU Master's Capstone},
   }

2. Gemma 3n

   AutoVisionInspector

   G. Igwegbe, Martins Awojide, and M. Bless

   2025

   Google’s Gemma 3n Impact Challenge

   Bib HTML

   @misc{igwegbe2025autovision,
     title = {{AutoVisionInspector}},
     author = {Igwegbe, G. and Awojide, Martins and Bless, M.},
     year = {2025},
     note = {Google's Gemma 3n Impact Challenge},
   }

3. Hackster

   Screen Scraping with Visual Language Model on the Rubik Pi

   G. Igwegbe, and Martins Awojide

   2025

   Hackster.io

   Bib HTML

   @misc{spannier2025rubikpi,
     title = {Screen Scraping with Visual Language Model on the {Rubik Pi}},
     author = {Igwegbe, G. and Awojide, Martins},
     year = {2025},
     note = {Hackster.io},
   }

4. Hackster

   Real-Time Fruit Detection on the STM32N6 with Edge Impulse

   G. Igwegbe, and Martins Awojide

   2025

   Hackster.io

   Bib HTML

   @misc{spannier2025stm32n6,
     title = {Real-Time Fruit Detection on the {STM32N6} with {Edge Impulse}},
     author = {Igwegbe, G. and Awojide, Martins},
     year = {2025},
     note = {Hackster.io},
   }

2024

1. Preprint

   Inflation Nowcasting with Online Search Volume Data

   Martins Awojide, and E. Aiken

   2024

   Preprint

   Bib HTML

   @unpublished{awojide2024nowcasting,
     title = {Inflation Nowcasting with Online Search Volume Data},
     author = {Awojide, Martins and Aiken, E.},
     year = {2024},
     note = {Preprint},
   }

2. DL Indaba

   Real-World Federated Learning on Edge Devices with NVFLARE

   G. Igwegbe, Martins Awojide, and A. Adetunji

   2024

   Deep Learning Indaba Poster

   Bib HTML

   @misc{igwegbe2024federated,
     title = {Real-World Federated Learning on Edge Devices with {NVFLARE}},
     author = {Igwegbe, G. and Awojide, Martins and Adetunji, A.},
     year = {2024},
     note = {Deep Learning Indaba Poster},
   }

3. QAT

   Stable Quantization-Aware Training for Vision-Language Models

   B. Ebiyau, G. Igwegbe, Martins Awojide, and M. Bless

   2024

   Bib HTML Code

   @misc{ebiyau2024stablevlm,
     title = {Stable Quantization-Aware Training for Vision-Language Models},
     author = {Ebiyau, B. and Igwegbe, G. and Awojide, Martins and Bless, M.},
     year = {2024},
   }

4. DSA 2024

   “Hello Afrika!”: Speech Commands in Kinyarwanda

   G. Igwegbe, Martins Awojide, M. Bless, and N. Kadzo

   In Data Science Africa 2024, 2024

   Bib HTML Poster

   @inproceedings{igwegbe2024helloafrika,
     title = {``{Hello Afrika!}'': Speech Commands in {Kinyarwanda}},
     author = {Igwegbe, G. and Awojide, Martins and Bless, M. and Kadzo, N.},
     booktitle = {Data Science Africa 2024},
     year = {2024},
   }

2023

1. TinyML

   TinyML Digital Counter for Electric Metering System

   G. Igwegbe, and Martins Awojide

   2023

   Hackster.io Impact Summit 2023

   Bib HTML Video

   @misc{igwegbe2023tinyml,
     title = {{TinyML} Digital Counter for Electric Metering System},
     author = {Igwegbe, G. and Awojide, Martins},
     year = {2023},
     note = {Hackster.io Impact Summit 2023},
   }