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AyushrathoreCs264/README.md

Hi there, I'm Ayush Rathore 👋

🚀 Software Engineer & Machine Learning Practitioner

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👨‍💻 About Me

name: Ayush Rathore
role: Software Engineer | ML & Data Systems Enthusiast
education: B.Tech in Computer Science & Engineering (2024 - 2028)
location: Greater Noida / Delhi NCR, India
passions:
  - Scalable Backend Architecture & RESTful API Engineering
  - Predictive Machine Learning, Signal Analysis & System Intelligence
  - Clean Code, Database Design & Algorithmic Problem Solving
currently_building: Intelligent Safety Systems & Enterprise Workflow Platforms
open_to: Software Engineering Internships & Technical Collaborations
  • 💡 What I Do: I build robust, high-performance software systems and machine learning workflows—from architecting clean Django backend APIs to training predictive signal analysis models.
  • 🔭 Featured Work: Engineered a Pilot Fatigue Risk Detection System combining physiological signals (HRV RMSSD/SDNN) and human factors, achieving 81.56% benchmark accuracy.
  • 🎯 Core Focus: Data structures, distributed architectures, database optimization, and end-to-end ML model deployment.

🛠️ Tech Arsenal & Expertise

Languages
Backend & Web
AI, ML & Data
Databases & Storage
Tools & Workflow

🌟 Featured Flagship Projects

✈️ Pilot Fatigue Risk Detection System

An intelligent predictive aviation safety framework combining physiological signal processing (ECG/HRV SDNN & RMSSD) with human factor analytics (sleep debt, circadian disruption, flight hours) to classify pilot fatigue risk in real-time.

  • Tech Stack: Python, Scikit-learn, PhysioNet WFDB, Pandas, SVM, Random Forest
  • Key Highlight: Benchmarked across multiple algorithms with SVM reaching top accuracy of 81.56%.

Explore Repository ➔

📋 TaskFlow - Django Enterprise API

A full-featured workflow and task management backend engine engineered with Django & DRF, featuring secure authentication, role-based access control, task status lifecycle tracking, and optimized relational database queries.

  • Tech Stack: Django, Django REST Framework, PostgreSQL / SQLite, Python
  • Key Highlight: Production-ready modular architecture with fully documented RESTful endpoints.

Explore Repository ➔

📊 GitHub Analytics & Activity

Ayush's GitHub Stats Top Languages

GitHub Streak

💬 Let's Connect & Collaborate

I'm always excited to discuss software engineering opportunities, machine learning pipelines, or open-source projects.

Popular repositories Loading

  1. Python_lab Python_lab Public

    Modular Python implementations, core algorithms, data structures, and foundational exercises.

    Python 1

  2. 2CSE10_DBMS_113 2CSE10_DBMS_113 Public

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  3. AyushRathore_2410030113_IILM_GN AyushRathore_2410030113_IILM_GN Public

    Repository for University

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  4. Pilot-Fatigue-Detection Pilot-Fatigue-Detection Public template

    Aviation safety ML pipeline fusing physiological ECG/HRV signals and human factors to predict pilot fatigue risk (81.56% benchmark accuracy).

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  5. taskflow-django taskflow-django Public

    Enterprise workflow orchestration & task management backend engine engineered with Django REST Framework, JWT auth, and role-based permissions.

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  6. 2024-28_2410030113_5th_3CSE10 2024-28_2410030113_5th_3CSE10 Public

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