I'm Dinuka Perera, Associate Software Engineer @ IFS | studying SE at University of Westminster. I spend my days writing production code and my evenings pushing weights and working on my side projects. Final year thesis on SmartFedProx — an adaptive proximal FL algorithm I built using Flower + PyTorch and an Economics enthusiast👨💻📈
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🔭 I'm currently working on SmartFedProx, A novel Federated Learning Framework to address Data Heterogeneity
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🌱 I’m currently learning Machine Learning/Federated Learning.
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❓ Ask me about anything related to World Economics.
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⚡ Fun fact: V60 enjoyer, half marathon work-in-progress.
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📍 Colombo, Sri Lanka
| Project | Description |
|---|---|
| ⚡ Prefect | Modern workflow orchestration for Python |
| ⚡ Running Heatmap | Turns a Strava data export into an interactive heatmap. |
| ⚡ Hugging Face Transformers Library | State-of-the-art pretrained models for inference and training. |
| Project | Description |
|---|---|
| ⚡ St. Mary's Church | A website for Our Lady of the Assumption Parish in Maharagama, Sri Lanka. |
| ⚡ CIDS Sri Lanka | Static website for CIDS Sri Lanka. |
| ⚡ SmartFedProx | A novel Federated Learning Framework to address Data Heterogeneity. |
| ⚡ Tea Leaf Factory Project | A TypeScript-dominant project with a small PLpgSQL component. |
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