02 : Projects
Here is a selection of some of my data analytics and machine learning projects, all developed using Python. Feel free to click on each project to expand and explore the full details on my GitHub portfolio.
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California satellite imaging wildfire detection
This project builds an integrated ML system for wildfire detection, analysis, and forecasting using satellite imagery. It includes a CNN for fire classification, a U-Net for segmentation, and a Prophet model for time-series forecasting.
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E-coms Product Recommender
This system recommends e-commerce products based on text query from users, image query and product query.
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hate speech detector based on hybridized BERT attention mechanism and context analyzer
This project was done to develope a multiclass hate speech detector by using BERT, the LLM was trained on ethos multiclass hate speech dataset after augmentation using back translation was done.
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What makes a World class Tennis Player?
The project sought to explore the qualities and characteristics that distinguish world-class tennis players from their peers.
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time series forecasting of electricity prices of a District
This project aims to build time series forecasting model for measurements of electric power consumption in one household with a one-minute sampling rate over a period of almost 4 years.
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BikeFlow: Investigating User Behavior in the FordGo Bike Sharing Network
The BikeFlow project is a comprehensive analysis of the FordGo regional public bicycle sharing system in California's San Francisco Bay Area to uncover usage patterns between the different user groups of the bike sharing system.
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