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TianiPekins
TianiPekins/TianiPekins
TianiPekins is a machine learning model from TianiPekins. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
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Updated Oct 2, 2026
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Sep 9, 2026
- Updated
- Oct 2, 2026
- SHA
- 235efcdb
Model card
From the Hugging Face model README
<div align="center">
<h1 align="center">Hi there, I am Tiani Pekins Ebika 👋</h1>
Full-Stack Engineer & M.Sc. AI Researcher | University of Buea
🌐 Portfolio • 🐙 GitHub • 💼 LinkedIn • ✉️ [email protected]
</div>I bridge production software engineering with applied AI research. My Master's research focuses on multi-dialectal semantic parsing and low-resource Text-to-SQL adaptation for code-mixed African languages, centered on Cameroon Pidgin English and Camfranglais.
I engineered LocalHands, a production-grade service exchange platform that serves as a live domain and test environment for my database and NLP research.
🔬 Active Master's Research
- Thesis Topic: Fine-Tuning Small Language Models (SLMs) for Text-to-SQL Translation in Low-Resource, Code-Mixed African Languages
- Key Focus: Benchmark curation (
KamtokSQL), QLoRA/PEFT fine-tuning, and semantic parsing across local relational schemas - Supervision: Co-supervised by Dr. Sop Deffo Lionel Landry (University of Buea) and Dr. Ndivhuwo Makondo (IBM Research / Wits)
- Founder & Lead Architect: Cameroon AI Research Lab (
cameroon-ai-lab)
🛠️ Tech Stack & Systems
- AI & NLP Ecosystem: PyTorch, Hugging Face (
transformers,datasets,peft), Google Colab - Backend & Web: TypeScript, Python, NestJS, PostgreSQL, Prisma ORM, React, Tailwind CSS
- License
- apache-2.0
- Created
- Sep 9, 2026
- Updated
- Oct 2, 2026