Adaobi Ugwuonah
@adaobiugwuonah
I build language datasets and speech tools for under-resourced African languages.
What I'm looking for
I've built and released an English-to-Igbo education-domain dataset, fine-tuned a LoRA adapter on Llama-4-Scout-17B, and published the model, dataset documentation, and research abstract on Hugging Face.
At the African Computational Linguistics Summer School, I engineered an Igbo speech corpus from over one hour of recorded audio, processed it with SoX and Python tools, and produced corpus statistics and visualisation plots. I also benchmarked Whisper across Igbo and Yoruba using WER and CER, and annotated Igbo speech data in Label Studio.
My work combines computational linguistics, acoustic phonetics, corpus building, ASR evaluation, and linguistic analysis for low-resource African languages. As a native Igbo speaker with fluent English and Yoruba, I'm focused on improving computational tools that reflect African language structure and use.
Alongside my NLP work, I've supported ASR training pipelines as a US English transcriber and annotator at AON Data, and I bring more than eight years of English-language teaching and education experience from OCECS and Teach For Nigeria.
Experience
Work history, roles, and key accomplishments
Participant/Team Member (Computational Linguistics)
African Computational Linguistics Summer School
Built an English-to-Igbo localised dataset, fine-tuned a LoRA adapter on Llama-4-Scout-17B, and published deliverables on Hugging Face. Engineered a custom Igbo speech corpus and benchmarked ASR models using WER and CER metrics.
Education
Degrees, certifications, and relevant coursework
University of Nigeria, Nsukka
Master of Arts, English Language
Pursued a Master of Arts in English Language with a research focus on acoustic phonetics, linguistics, and language acquisition.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
Skills
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