Damilola Akinrinmade
Experienced Data Analyst, bringing your data to life
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Damilola is ready for their next project!
This project takes a fraud-detection model built in a notebook and turns it into a small, runnable system you can demo and deploy locally. In my workflow, I start with the notebook, save a single artifact, then wrap it with an API, a UI, and basic monitoring.
1 (https://1). Train and evaluate a model on creditcard.csv
2. Save a deployable artifact (.pkl)
3. Serve predictions through a FastAPI backend
4. Provide a Streamlit UI for manual testing and batch scoring
5. Log predictions and feedback labels for monitoring
6. Run basic drift checks and export feature importance for sanity checks
What Problem This Solves
Fraud detection is a highly imbalanced classification problem, so "accuracy" is usually misleading. What you typically want is:
1 (https://1). a risk score (fraud probability) per transaction
2. a decision policy (threshold) you can tune to match operational goals (precision/recall tradeoff)
3. serving layer so the model works outside Jupyter
4. a monitoring loop so you can detect drift and decide when to retrain
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Built an end-to-end e-commerce recommendation system using FastAPI, SQLite, and custom ML ranking models. The project supports content-based, collaborative, and hybrid recommendations, ingests a real product catalog dataset, seeds user interactions for personalization, and exposes a browsable frontend plus documented REST APIs.
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This project was executed through the use of Microsoft excel, it shows trends and metrics of Air crashes from inception till date
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This project highlights key metrics in car sales and pricing, with insights into dealership distribution, sales performance, revenue, and customer preferences.
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This projects focuses on the trends observed during the covid19 pandemic period which lasted about five years, it shows insights on the spread and containment of the virus across various locations of the world
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:The Cola cola sales dashboard showcases the general sales trends for coca cola products in the United States for the year 2021 Its a two page dashboard which shows insights for the sales of coca cola products for the year 2021
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