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diptiman-mohanta/README.md

👋 Hi, I’m @diptiman-mohanta

🎓 Electrical Engineering graduate from Parala Maharaja Engineering College, Berhampur
🔬 Former Student Research Associate at Indian Institute of Technology Kanpur & Former Student Research Intern at Defence Institute of Advance Technology-DRDO, Pune

👀 I’m interested in:

  • Biomedical Signal Processing
  • Time-Series Classification using Deep Learning
  • Complex-Valued Neural Networks and Custom Loss Functions
  • Time-Frequency Image Generation And Classification
  • Model Explainability in AI for Medical Diagnosis

🌱 I’m currently learning:

  • Fully Connected Complex-Valued Neural Networks
  • Transfer Learning using ViT and Hybrid Models (ResNet + Transformers)
  • Time-Series Imaging with GASF and GADF for ECG-based Classification
  • Hyperparameter Optimization and Data Augmentation for Clinical Models

🛠️ Skills & Tools:

  • Languages: Python, MATLAB
  • Frameworks: PyTorch, TensorFlow, OpenCV
  • Concepts: CNNs, Transformers, Complex-Valued DL, Feature Engineering
  • Signal Processing: VMD, DWT, STFT
  • Data Tools: NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn
  • Hardwares: Picoscope, Arduino, Raspberry Pi
  • Others: LaTeX, Git, GitHub, Jupyter

💞️ I’m looking to collaborate on:

  • Research and development projects in biomedical signal processing
  • Deep learning applications in ECG/EEG classification
  • Open-source projects related to time-series classififcation or biomedical AI
  • Signal-to-image conversion pipelines for AI-based diagnostics

📫 How to reach me:

📧 diptimanmohanta7@gmail.com
📍 India

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