Projects

Loan Prediction

Loan prediction app based on a ML model. Performed EDA analysis on a datasheet and visualized the results using Plotly. Implemented data pre-processing and model classification pipelines. Prediction is done via use of KNN, Random Forest.
PythonPandasSklearnPlotly

Skin Cancer Prediction

IOS application which predicts skin cancer using deep learning techniques. Implemented using CNN and transfer learning. Created a REST api and interfaced with the frontend IOS app.
PythonFlaskSwiftTensorflowKerasPandasNumpy

Stock Market Prediction

Implemented using LSTM model and Bidirectional RNN. Created the Flask Web app and made a docker image. Model Predicts the future value of given stock.
PythonFlaskHTML5CSSDocker

Flappy Bird AI

Implemented flappy bird in ai using neat algorithm and python.
Python, Pygame, NEAT
ยฉ 2021 Vivek Doddi
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