ST. MARK ADEBAYO

AI/ML Engineer

Ile-Ife, NG.

About

Highly enthusiastic AI/ML Engineer with a robust foundation in machine learning, deep learning, and data science. Proven ability to develop innovative AI solutions for complex challenges, with hands-on experience across computer vision, natural language processing, and Retrieval Augmented Generation (RAG) systems. Eager to leverage advanced AI techniques to deliver impactful, data-driven solutions and contribute to cutting-edge projects.

Volunteer

Volunteer

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Innovation Conference

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Volunteered in organizing the 2024 Ile-Ife Teenagers' Innovation Conference, contributing to event planning, logistics, and digital media production.

Highlights

Managed event planning, logistics, and digital media production for the 2024 Ile-Ife Teenagers' Innovation Conference.

Coordinated engaging workshops and actively facilitated participant involvement in innovation-driven activities.

Volunteer

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No-Code Developers (a Bubble.io summit)

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Volunteered in organizing a summit for developers using Bubble.io, focused on promoting low-code/no-code solutions in software development.

Highlights

Contributed to the successful organization of a developer summit, promoting low-code/no-code solutions to a broad audience.

Education

Obafemi Awolowo University (OAU)

Ile-Ife, Osun State, Nigeria
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Bachelor of Science Microbiology

Certificates

Machine Learning Specialization

Stanford

Deep Learning Specialization

Stanford

Mathematics for Machine Learning

Stanford

Skills

Programming Languages

Python, SQL.

Data Science

Data Wrangling, Feature Engineering, Statistical Analysis, Data Visualization.

Machine Learning & Deep Learning

Supervised Learning, Unsupervised Learning, Regression, Classification, Clustering, Neural Networks, Convolutional Neural Networks (CNN), Transformers, Natural Language Processing (NLP), BERT, GPT.

Frameworks & Libraries

TensorFlow, PyTorch, Scikit-learn, Pandas, NumPy, Keras.

Development Tools

Jupyter, Git, GitHub, Docker, Streamlit, ElasticSearch, OpenCV.

Soft Skills

Problem-solving, Communication, Adaptability, Team Collaboration, Time Management.

AI Concepts & Interests

Large Language Models, Generative AI, Computer Vision, AI Ethics, AI for Good Initiatives.

Projects

Multi-Modal RAG ChatBot

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Summary

Developed a Retrieval Augmented Generation (RAG) system integrating text, images, and documents, leveraging DistilBERT for embeddings and ElasticSearch for retrieval to create a chatbot with both NLP and visual understanding capabilities.

Lagos Apartment Pulse

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Summary

Developed a real estate price prediction model for Lagos apartments using machine learning techniques, optimizing prediction accuracy through data preprocessing, feature engineering, and model tuning.

AI for Plant Care

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Summary

Built a machine learning model that analyzes plant health based on image input, incorporating deep learning techniques using CNNs to detect diseases and provide care recommendations.

Sports Celebrity Classification (Computer Vision)

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Summary

Implemented an image classification system to identify and categorize images using a convolutional neural network, fine-tuning a pre-trained ResNet model for high accuracy on a custom dataset.