Leveraging data for a competitive edge

Architecting Machine Learning and AI solutions that improve lives and businesses

My Portfolio

Explore the insightful power of data:

Targeted Marketing Using LLM

Revolutionize marketing strategy by developing an LLM-based application that can assess the alignment of the marketing content with user personas and provide tailored recommendations for enhanced engagement and conversion rates.

Climate Change Sentiment Classifier

Build and deploy a classification machine learning model to classify people's sentiments about climate change to refine the marketing approach.

Movie Recommender System

Built and deployed a personalized movie recommender system on AWS using an unsupervised machine-learning algorithm.

Renewable Energy Forecast

Modeling the shortfall between energy generated from fossil fuels and renewable sources for Spain's government to plan and effectively plan its transition to renewable energy.

Oral Insulin Clinical Trial

A comprehensive statistical modeling of a dose-response relationship between Auralin and Novodra, two oral insulin treatments for diabetes.

User Engagement Analysis

Analyzed a group chat history and provided recommendations to improve communication strategy and elevate user engagement.

About Me

Bankole Ridwan A. is currently a data science intern at the ExploreAI Academy. He has worked on a diverse of data science/ML projects, from marketing to human resources management, health, and natural language processing (NLP). Of his previous projects, Ridwan is proud of his role in LLM for marketing projects. He and his team leverage the generative power of the Large Language Model (LLM) to align marketing content against user persona for better engagement and conversion. The end products helped the marketing team to generate persona-specific content in no time, with over a 30% increase in conversion rate.

How did Ridwan find himself in data science space? Ridwan is a licensed pharmacist. His curiosity in data science started when he learned how machine learning has revolutionized the drug discovery process by shortening the drug discovery pipeline. In 2020, he started pursuing a skill in data science and machine learning in line with his glowing passion for using ML and AI to contribute to healthcare and businesses.

Ridwan stands out by his solid commitment to learning about technology and using the knowledge to shape the future. His keen attention to detail, hard work, and commitment to achieving audacious goals made him graduate in the top 5% of the ALX data analytics program and was honored as a Gold Fellow of The Room.

With proficiency in statistical modeling, Power BI, SQL, Python, NLP, AWS architecture, and various machine learning and deep learning frameworks, Ridwan seeks to architect machine learning and artificial intelligence solutions that improve life and business.