Restaurant Visitor Forecasting
Restaurant Visitor Forecasting

Predicted the total number of visitors to a restaurant for future dates given past reservation and visitation data of the restaurants. Used LGBM model to get an RMSLE score of 0.518.

Machine LearningPython
Malware Prediction
Malware Prediction

Used a series of undersampling and oversampling techniques with LGBM to classify the malware risk of a machine with 67% accuracy given machine properties.

Machine LearningPython
Migration Dashboard
Migration Dashboard

Built a dashboard that visualises international migration flow using the UNHCR data.

DashPython
Analysis of Human Disease Network
Analysis of Human Disease Network

Visualized different centrality measures for the bio-diseasome dataset and drew inferences from it.

PythonNetwork Science
Ionization Front Instability visualization
Ionization Front Instability visualization

Visualized the ionization front instability simulation data set submitted to the 2008 IEEE Visualization Design Contest.

PythonData SimulationData Analytics
Community detection in Dynamic Sparse Directed networks
Community detection in Dynamic Sparse Directed networks

Predicting the future community structure of a real-world graph using persistent community behaviour of nodes over time

PythonNetwork Science