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Fakunle Victoria

@fakunlevictoria

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Machine Learning engineer focused on healthcare AI, NLP, and deploying real-world ML systems.

Rwanda

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What I'm looking for

I seek roles building deployable ML/AI systems in healthcare or NLP with strong MLOps practices, impact-driven teams, and opportunities to scale solutions across African contexts.

I am a final-year Machine Learning student specializing in healthcare AI and NLP, with six end-to-end AI/ML systems built and deployed across clinical, agricultural, and reproductive health contexts in Africa. My capstone, Sista Health, fine-tunes LLaMA 3.2 for multilingual sexual and reproductive health delivery, and I have delivered high-performing models for PCOS detection, fetal health classification, and health cost prediction.

I emphasize practical, deployable solutions—using MLOps, model fine-tuning, and culturally sensitive design—to serve underrepresented communities. I write clear technical documentation, lead student impact initiatives, and aim to build AI that improves health outcomes in low-resource African settings.

Experience

Work history, roles, and key accomplishments

Current

Freelance Content Writer

Current

Self-Employed

Aug 2020 - Present (5 years 10 months)

Produced technical documentation and content on AI, technology, and health for diverse audiences over 4+ years, supporting knowledge dissemination and product documentation.

Technical Writing Content Development Research SEO Editing Communication Client Management

Technical Writer

Tech Gyant

Aug 2024 - Apr 2025 (8 months)

Authored technical articles on AI/ML and software development to translate complex concepts for broad audiences, improving documentation clarity and knowledge transfer across teams.

Technical Writing Documentation Content Strategy Research Editing GitHub Public Speaking

Machine Learning Engineer

Self-Employed

Built and deployed 6 end-to-end AI/ML systems spanning NLP, computer vision, MLOps and LLM fine-tuning for health and agricultural contexts across Africa, including a multilingual SRH chatbot and production PCOS detection API achieving 97.5% accuracy.

PyTorch TensorFlow Hugging Face Docker fastAPI MLOps Model Evaluation Deployment

Education

Degrees, certifications, and relevant coursework

African Leadership University

Bachelor of Science, Machine Learning for Healthcare

2023 -

Grade: First Class

Activities and societies: Relevant coursework: Machine Learning & AI, NLP, Mobile Development, Data Structures & Algorithms, Database Management; capstone: Sista Health multilingual SRH chatbot.

Pursuing a BSc in Software Engineering with First Class standing and a Machine Learning for Healthcare specialisation; capstone focuses on a multilingual, voice-enabled SRH chatbot fine-tuned for Nigerian contexts.