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MrPhantom2325/README.md

MasterHead

Hey, I am Shriyans Nayak 👋

💻 GitHub🔗 LinkedIn


🧠 About Me

I am an Artificial Intelligence & Machine Learning engineering student focused on building scalable AI systems and full-stack applications.

My work spans Neural Architecture Search (NAS), optimization algorithms, and AI model evaluation, including a research project on a hybrid GA–PSO NAS framework with surrogate modeling for efficient learning.

I also develop real-world solutions such as:

  • AI model auditing pipelines using SLMs
  • Full-stack applications with Next.js & Spring Boot
  • IoT systems with real-time analytics

I am passionate about combining AI, systems design, and practical impact.

💡 Interests: ML, Deep Learning, Applied AI 🎯 Goal: Build impactful, efficient AI-driven systems


Currently:

  • 👨‍🎓 Event Coordinator @ Gradient Club, BMSCE
  • 🎨 Design Head @ Gradient Club, BMSCE

🛠️ Tech Stack


✨ Philosophy

I build with logic, learn with curiosity, and keep the journey fun while crafting things that matter.


Feel free to explore my repositories and drop a ⭐ if you find something interesting!

Pinned Loading

  1. Hybrid-GA-PSO-Neural-Architecture-Search Hybrid-GA-PSO-Neural-Architecture-Search Public

    Jupyter Notebook 1

  2. Hospital-Audit-Trained-Model Hospital-Audit-Trained-Model Public

    Python 1

  3. Real-Time-Caffeine-Consumption-Monitoring-Analytics-Platform Real-Time-Caffeine-Consumption-Monitoring-Analytics-Platform Public

    Python 1

  4. Hospital-Model-Audit-Website Hospital-Model-Audit-Website Public

    TypeScript 1

  5. Hostel-Management-System Hostel-Management-System Public

    TypeScript 1

  6. Severity-Conditioned-Generative-Augmentation-Network-for-Rare-Disease-Medical-Imaging Severity-Conditioned-Generative-Augmentation-Network-for-Rare-Disease-Medical-Imaging Public

    Python 1