Projects
Here are some projects that I have worked on.
An AI application for Predicting Flower Species
An Image classifier was built from scratch for the identification of different species of flowers and further developed into a command line application.
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Tools used: Python, PyTorch, CNN, Jupyter Notebook
Predicting Mortgage Approvals From Government Data
To predict whether a mortgage application was accepted or denied according to the dataset adapted from the Federal Financial Institutions Examination Council's (FFIEC)
Marvel Database Character and Comics data story
Used Marvel API to create a key to consume data from the database. Extracted and retrieved all marvel characters and the quantity of comics in which they appear.
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Tools used: Python, MarvelAPI, Marvel Wrapper, Jupyter Notebook
A Survey Story of Data Chicks on Kaggle
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A data story of female kagglers in 2018 and interesting insights about them.
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Tools used: Python, Pandas, Numpy, Kaggle Kernel, Seaborn, Matplotlib, ggplot, plotly.
Image Classification for a City Dog Show
Used a pre-trained image classifier to identify dog breeds with specific focus on the use
of Python and not on the actual classifier.
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Tools used: Python, VGG, AlexNet, ResNet, VsCode, git
Data Exploration and Visualization using Python
Explored some dataset to show usage and application of skills in data cleaning, visualization and data manipulation.
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Tools used: Python, Pandas, Numpy, Seaborn, Matplotlib, time series analysis
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