Open to opportunities

Jude louis

@judelouis

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I build data products, predictive models, and BI dashboards that improve banking decisions and reduce churn.

Nigeria

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What I'm looking for

I'm looking to build scalable data products and actionable BI solutions where I can partner with cross-functional teams, apply AI and machine learning, and turn complex business needs into measurable outcomes.

At The Alternative Bank, I build data products that turn customer behavior into practical banking decisions. I developed a Random Forest churn model with 98% accuracy, contributing to a 40% reduction in churn and a 22% month-on-month revenue uplift.

I've designed RFM and K-Means segmentation frameworks, credit facility recommendation models, and an AI-powered Text-SQL-Text querying solution using MySQL, LangChain, and Ollama. Previously, I published over 20 interactive dashboards with Power BI, Excel, and Python, reducing reporting redundancy by 60%.

My work spans data analysis, machine learning, data annotation, product support, and process automation across banking and global AI teams. I enjoy translating business needs into scalable data solutions alongside product, finance, and operations stakeholders.

Experience

Work history, roles, and key accomplishments

Current

Enterprise Data Scientist

Current

The Alternative Bank

Jun 2024 - Present (2 years 4 months)

Developed a churn prediction model with 98% accuracy, reducing churn by 40% and increasing revenue by 22%. Built segmentation frameworks and AI-powered database querying solutions to drive product recommendations and reduce operational friction.

Random Forest K Means RFM Analysis MySQL Lang Chain Ollama Python Machine Learning Data Science Text To SQL

Google Annotator/Rater (EWOQ)

Telus International AI Inc.

Oct 2023 - Oct 2024 (1 year)

Added labels and tags to data such as images, text, audio, and video to facilitate AI machine learning. Analyzed and synthesized information from different perspectives, breaking down complex data into simpler components to identify patterns and trends.

Data Annotation Data Labeling Data Analysis Pattern Recognition Machine Learning

Enterprise Data Analyst

The Alternative Bank

Dec 2023 - Jun 2024 (6 months)

Designed and published over 20 interactive dashboards using Power BI, Excel, and Python, reducing reporting redundancy by 60%. Analyzed customer data with SQL and Python to provide insights and automated ad-hoc requests through live BI dashboards.

Power BI Excel Python SQL Data Analysis Dashboarding Automation

Product Intern

Sterling Bank

Mar 2023 - Dec 2023 (9 months)

Supported customer management and product development initiatives across retail and personal banking segments. Conducted financial analysis including DSCR evaluations, assisted in creating 3 new personal banking products, and maintained customer data with 98% accuracy.

Product Management Financial Analysis DSCR Data Entry Customer Management Cross Functional Collaboration