About Me
Open-source contributor with experience building LLM pipelines, time-series forecasting models, and applied deep learning projects.
Open Source Contributions
Selected work across time-series and ML tooling
xLSTMTime – Time-Series Forecasting
Implemented the xLSTMTime architecture combining sLSTM and mLSTM with exponential gating and enhanced memory for long-term multivariate forecasting. Benchmarked on electricity demand and traffic datasets with 5–10% lower MSE/MAE than standard LSTM baselines and outperforming transformers on select horizons.
PyTorch
sktime
Time Series
LightningDataModule
Attention
