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Hi I'm Ivan πŸ‘‹

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About Me

πŸ‘¨β€πŸ”¬ PhD in QUT
🐈 Proud owner of a feline overlord
πŸŒƒ Sleeps only after midnight
πŸ¦Έβ€ Ex-researcher turned fraud detective
🀬 Hates interviews more than bad data

Skills

πŸ’» Machine Learning ninja
πŸ•΅οΈβ€β™‚οΈ Fraud detection expert
πŸ“Š Data wrangler
🐍 Python charmer
πŸŽ“ Lifelong learner
πŸ€– AI enthusiast
🎭 Can fake confidence like a pro

Ivan's Projects

deep_surrogate_model icon deep_surrogate_model

A Deep Surrogate Model with Spatio-Temporal Awareness for Water Quality Sensor Measurement

eeg-transformer-seq2seq icon eeg-transformer-seq2seq

Modified transformer network utilizing the attention mechanism for time series or any other numerical data. 6.100 project at MIT Media Lab.

gprofile icon gprofile

chatProfile, make your GitHub profile great again.

hbase_query icon hbase_query

Hbase Data Structure Design and System Optimization

kpca-rnn icon kpca-rnn

kPCA-RNN model for forecasting DO concentration

lstnet.pytorch icon lstnet.pytorch

A PyTorch implementation of Long- and Short-term Time-series network (LSTNet) with the use case of cryptocurrency market prediction

mi-ann icon mi-ann

Applying Multi-layer Artificial Neural Network and Mutual Information to the Prediction of Trends in Dissolved Oxygen

mogrifierlstm icon mogrifierlstm

A quick walk-through of the innards of LSTMs and a naive implementation of the Mogrifier LSTM paper in PyTorch

mtcn icon mtcn

Multi-Task Temporal Convolutional Network

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