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RepoMentor - RepoMentor is an AI assistant that helps you understand GitHub repositories. It answers questions, explains code, and guides you through docs — like a mentor for your repos. Demo 2025
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Airline Data Pipeline - Implementing a complete data engineering pipeline that combines Apache Airflow for orchestration and a REST API for data access, processing Airline On-Time Performance data. (2025)
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Send Time and Message Optimization — Built an ML model to predict the best time to send messages to users based on their historical engagement patterns. (2023)
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MasakhaNER: Named Entity Recognition for African Languages [paper - MIT press] Addressing the under- representation of the African continent in NLP research by creating the first large, publicly available, high-quality dataset for named entity recognition (NER) in ten African languages. arxiv (2021)
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Detecting Keratoconus from Corneal Imaging using Deep Learning. - Using a Convolution Neural Network(CNN) with a ResNet34 architecture. (2021)
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Deep Learning for Game Matchmaking Optimization [poster - scipy2019] - How Matchmaking can be used to match players in a game with similar attributes using Machine Learning. (2019)
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East and Southern Africa Mosquitoes Classifier - This notebook has images of mosquitoes of three species which are prevalent in the areas mentioned and could be carriers of the parasite Plasmodium in their salivary glands which is the causative agent of malaria. (2019)
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Histopathologic Cancer Detection - In this competition, created an algorithm to identify metastatic cancer in small image patches taken from larger digital pathology scans. (2019)
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Predicting FIFA 2018 World Cup - The challenge was to apply machine learning to a real world problem that involved simulation and using data from more than one source (2018)
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Predicting House Prices Using Linear Regression - I set out to use linear regression to predict housing prices in Iowa. (2017)