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Tilak1/README.md

Hi, I'm Tilak ! 👋

I'm a final-year Master's student at Northeastern University, specializing in Generative AI, hardware engineering, and wireless communication systems. I work as a research assistant under Prof. Tommaso Melodia at the Institute for the Wireless Internet of Things.

I focus on projects that integrate machine learning, embedded systems, and signal processing. Some key areas I'm currently passionate about include:

  • Generative AI and Neural Architectures 🧠
  • TinyML & FPGA-based AI Implementations ⚙️
  • Signal Processing & RF Data Analysis 📊
  • Deep Reinforcement Learning & Scheduling for 5G Networks 📡

Currently, I'm exploring AI model deployment on edge devices, optimizing for ARM CPUs and GPUs. Feel free to explore my repos and follow along with my journey!

🔗 LinkedIn | Personal Website

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  1. vqgan-training vqgan-training Public

    Forked from cloneofsimo/vqgan-training

    Train VAE like a boss

    Jupyter Notebook 1

  2. Object-Detecton-using-Kalman-Filters Object-Detecton-using-Kalman-Filters Public

    This repo discusses the Math theory behind the Kalman filters and then implements Matlab code based on the same theory.

  3. CSMA-CA-Backoff-Algorithms-A-GUI-driven-Simulation-and-Analysis CSMA-CA-Backoff-Algorithms-A-GUI-driven-Simulation-and-Analysis Public

    Forked from SoniyaKadam17/CSMA-CA-Backoff-Algorithms-A-GUI-driven-Simulation-and-Analysis

    CSMA algorithms simulation for selecting the best mechanism for Networking layer

    Python

  4. ORI-AAAA ORI-AAAA Public

    Authentication Draft protocol for ORI's upcoming Digital HAM Amateur satellite

  5. Reinforcement_Learning_Udemy Reinforcement_Learning_Udemy Public

    This repo will host my leanings in Reinforcement learning.

    Python

  6. SMART-Scheduler SMART-Scheduler Public

    Forked from 3DML-Wireless/SMART-Scheduler

    DRL-based MAC scheduler for massive MIMO

    Python