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Hi, I'm Harpreet 🧠

Focus

I am interested in NeuroAI, biomedical machine learning, and biologically inspired computational systems. I have a background in biomedical sciences and I enjoy building models inspired by biological systems, implementing them with cognitive simulations, analysing neural activity, and blending neuroscience with computational creativity.

Artificial intelligence can mimic - or learn from - biological intelligence. My goal is to gather data, insights, and eventually develop systems that support neurological function, or help scaffold cognitive deficit caused by any sort of neuropathology.

What I Work On

  • EEG signal processing and seizure detection
  • Neural dynamics and biologically inspired models
  • Artificial memory and cognitive systems
  • Machine learning for biomedical data

Projects

  • EEG Seizure Detection – ML pipeline for seizure classification from EEG ⚡EEG_seizure_detection Work-in-progress pipeline for identifying seizure activity.
  • EEG Analyser – signal preprocessing and feature extraction 🧪EEG_analyser Tools for exploring, filtering, and visualising EEG data
  • Neuron vs Perceptron – comparison of biological neurons and ML models 🧠 neuron vs perceptron comparing the activity between a biological neuron with an artificial neuron
  • Artificial Memory Systems – Hopfield networks and working memory

More

Tools & Skills

  • Python
  • NumPy, SciPy, scikit-learn
  • Signal processing
  • Machine learning
  • Computational neuroscience

Learning Philosophy

I build projects as learning tools, documenting both successes and limitations to develop deep understanding. I am self-taught, and constructive criticism is always welcomed, if it helps me grow.

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