Projects
Mood-based recommender
Used NLP to create an emotion lexicon to recategorise movies based on different emotions. The goal of the project was to reduce decision fatigue and accurately match the consumer's mood to queer movies.
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Tools Used: Python
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Category: ML, NLP, Classification
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Year: 2025
Social Anxiety Predictor
Neural Network model to analyse user anxiety levels and recommend preventative solutions before the levels need medical intervention
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Tools Used: Python, FastAPI
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Category: ML, Neural Network, ML deployment
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Year: 2025
Adaptive Pricing Model and Hybrid Recommender
Used Feature Engineering to build a hybrid recommendation system and LightGBM to build a dynamic pricing model.
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Tools Used: Python, Power BI
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Category: Neural Network, Gradient Boosting, Data Visualisation, ML Deployment
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Year: 2025
Aviation Analysis
Used descriptive analysis to identify aviation accidents over time and recommend low-risk aircraft.
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Tools Used: Python, Tableau
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Category: Data Cleaning, Data Visualization
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Year: 2025
