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Just Bored

@justbored

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I analyze AI datasets and improve machine learning reliability.

Nigeria

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What I'm looking for

I'm seeking a remote Business Analyst or Educational Rater role where I can apply analytical reasoning, research, data validation, AI response evaluation, and clear technical communication.

I led AI Dataset Doctor, auditing 5,631 satellite images for quality, duplicates, and hidden bias. I found 39 exact duplicate files and identified a strong correlation between image resolution and class labels.

I'm building on this work through AgriGuard, where I fine-tuned a ResNet50 pipeline to classify plant diseases, evaluated errors and edge cases, and documented actionable findings for reliable model performance.

Experience

Work history, roles, and key accomplishments

Data Analyst and Machine Learning Developer

Self Employed

Conducted quality audits on satellite image datasets, detecting duplicates and bias, and fine-tuned a ResNet50 model for agricultural disease classification. Synthesized findings into clear documentation and technical summaries.

Python Pandas NumPy scikit learn TensorFlow Keras OpenCV SQL Data Visualization Git GitHub Data Cleaning Anomaly Detection Statistical Analysis Model Evaluation

Education

Degrees, certifications, and relevant coursework

Air Force Institute of Technology

Bachelor of Engineering, Metallurgical & Materials Engineering

Pursuing a Bachelor of Engineering in Metallurgical & Materials Engineering with coursework in applied mathematics, engineering analysis, and computer programming.