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AJ's Projects

cde-with-bnf icon cde-with-bnf

Experiments on Conditional Density Estimation with Bayesian Normalising Flows

ds-clustering icon ds-clustering

Data Science: Describe Customer data using Clusters formed by PCA Clustering Algorithm

firemapping-model icon firemapping-model

Trained ResNet on Australian Bushfire linescan images to predict fire as a 0:1 and then predict the path of fire. This assists the firefighter department in allocating their limited manpower in areas where the fire will likely traverse.

lonrix icon lonrix

Real-time instance segmentation. In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), October 2019.

nz-election icon nz-election

Predict NZ 2023 election results from electorates dataset published by Stats NZ survey.

plotly-dashboard icon plotly-dashboard

This project creates a dashboard displaying U.S Regional Sales statistics of a shopping company. Two dashboards are available in the repo: Dash-Plotly & Streamlit

realtime-datastreaming icon realtime-datastreaming

Realtime Data Streaming from JSON API -> Apache Airflow -> Kafka (managed by Apache ZooKeeper) -> Streams to NoSQL DB Apache Cassandra

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