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blackpearl006/README.md

Hi there! πŸ‘‹πŸ» I'm Ninad

Researcher @ Vision and AI Lab, IISc Bengaluru

blackpearl006

About Me

🧠 I'm a Machine Learning Researcher at the Vision and AI Lab, IISc, where I work on explainable AI and neuroimaging, in collaboration with researchers from Stanford Medicine and Centre for Brain Research (CBR).

πŸŽ“ I hold dual bachelor's degrees in Data Science (IIT Madras) and Robotics, AI & ML (Srinivas University) with top honors.

πŸ“Š My research focuses on brain aging, MCI/Alzheimer’s detection, and topological data analysis of neuroimaging data.

🧬 My work has been presented at top venues like ISBI, ICPR, MICCAI, and AAIC.

Featured Projects

  • 🧠 NeuroLight – Lightweight pipeline for preprocessing and analyzing MR images
    πŸ”— GitHub β€’ Medium

  • πŸ§ͺ fMRI to Time Series Tutorial – End-to-end pipeline using FSL
    πŸ”— GitHub β€’ Medium

  • 🧠 Early Alzheimer's Detection – Notebook + dataset supporting 30+ community projects
    πŸ”— Notebook β€’ Dataset

Interests

  • Topological Data Analysis (TDA)
  • Explainable AI for Neuroimaging
  • Brain Age Prediction
  • Deep Learning for fMRI & DWI
  • Medical Imaging & Computational Neuroscience

Get in Touch

πŸ“« [email protected]
πŸ“ Udupi, India

GitHub Stats


Tech Stack & Tools

Pinned Loading

  1. Neurolight Neurolight Public template

    Jupyter Notebook 1

  2. ICPR-2024 ICPR-2024 Public

    Codes related to the paper "Leveraging Persistent Homology for differential diagnosis of Mild Cognitive Impairment"

    Jupyter Notebook

  3. ISBI-2024 ISBI-2024 Public

    Contents for the paper on FMR TIMESERIES-BASED MCI DETECTION WITH LATENT SPACE OF RECCURENCE PLOT VISUALIZATION

    Jupyter Notebook 1

  4. Astro-NonDynamics Astro-NonDynamics Public

    This repository contains all the codes corresponding to the paper "Identifying Stochasticity in Astronomical Time Series: A Data-Driven, Non-Dynamical Approach"

    Jupyter Notebook

  5. Kanban2.0 Kanban2.0 Public

    Kanban app designed to track daily activities using cards and threads. Users can register, add cards and threads, and view completed tasks. The app also allows users to manipulate threads and cards…

    JavaScript