Electrical engineer working on signal processing and machine learning. Currently a Project Associate at SPIRE Lab, Indian Institute of Science (IISc), Bangalore, building ASR systems for low-resource Indian languages.
Before this: research stints at IIT Kanpur and DIAT-DRDO, Pune. B.Tech in Electrical Engineering from Parala Maharaja Engineering College, Berhampur.
- Speech & NLP — ASR for Indic languages, text normalization, character/BPE/SSM language models
- Biomedical signals — ECG/EEG classification, time-frequency analysis (VMD, DWT, STFT), signal-to-image methods
- Deep learning — complex-valued neural networks, U-Net segmentation, model explainability (SHAP, Grad-CAM)
- Medical AI — diagnostic systems, clinical data pipelines, explainable healthcare models
Day-to-day tools: Python, PyTorch, MATLAB, TensorFlow, Hugging Face, and a soldering iron when the work calls for Arduino or Raspberry Pi.
- Complex AFNet: A Hybrid Complex-Valued Deep Network for Atrial Fibrillation Detection — IEEE Transactions on Artificial Intelligence, 2026. link
Full list on Google Scholar.
Always open to research collaborations in biomedical signal processing, speech tech for Indian languages, or explainable ML. If you're working on something interesting, reach out.
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