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sankarvinayak/README.md

Hi, I’m Sankar Vinayak

🎓 M.Tech Computer Science and Engineering Student
Indian Institute of Technology Madras (2024–2026)
B.Tech Computer Science and Engineering, GEC Palakkad (2019–2023)


Achievements

  • GATE CSE 2024
    • All India Rank: 112
  • UGC NET 2025 July
    • All India Rank: 63

Interests & Expertise

  • Machine Learning
  • Deep Learning
  • Reinforcement Learning
  • Spiking Neural Networks I am primarily interested in bio plaussible alternative, secure and energy efficient deeplearning models, architecture and algorithms.

Currently working on Equilibrium Propagation which was proposed as a biologically possible alternative to tradirional backprop, scaling it to larger network and improving its perfomance of different set of datasets.


About Me

I am passionate about building intelligent systems that bridge theory and real-world applications. My academic focus at IIT Madras is complemented by extensive work in neural networks and AI, with a particular interest in biologically inspired computing.


How to reach me

Feel free to connect with me for collaborations or conversations in AI, ML, and cutting-edge neural architectures.

LinkedIn

Project

Top Langs

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