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Kowd-PauUh/README.md

Ivan Danylenko

Machine Learning & MLOps engineer working across NLP, computer vision, and signal processing. Research Scientist.

🎓 BSc in Biomedical Engineering · MSc in Trusted Artificial Intelligence

🔬 Research interests:
Deep Representation Learning · Affective Computing

🛠️ Tech stack:
Python · C++ · Bash · PyTorch · Lightning · MLflow · DVC · Docker · Kubernetes · Git · Linux

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  1. dbsod dbsod Public

    Official implementation of "DBSOD: Density-Based Spatial Outlier Detection"

    C++ 4

  2. encoders-context-extension encoders-context-extension Public

    Official implementation of "Zero-Training Context Extension for Transformer Encoders via Nonlinear Absolute Positional Embeddings Interpolation"

    Python

  3. precision-ohmmeter precision-ohmmeter Public

    Dual-mode precision ohmmeter optimized for low-resistance measurement and short circuit localization.

    C++

  4. ml-in-depression-estimation ml-in-depression-estimation Public

    Official implementation of "Common Pitfalls and Recommendations for Use of Machine Learning in Depression Severity Estimation: DAIC-WOZ Study"

    Python 2