Arya Maddel

Machine Learning Intern

Working on applied Machine Learning and MLOps pipelines. Developing and deploying scalable ML solutions in a virtual environment — gaining hands-on experience across the full model lifecycle.

Project Lead

Led development of an autonomous drone system with variable payload capabilities using the Pixhawk flight controller. Integrated computer vision for navigation and payload management across versatile field tasks.

Project Lead & Full Stack Developer

Architected and deployed a cross-platform inventory management system for Android and iOS. Built the complete tech stack with React Native, Express, SQLite, and real-time synchronization capabilities.

DIQA

A lightweight, production-ready Python library for No-Reference Image Quality Assessment (NR-IQA).

OpenAnim

CLI that generates Manim animation code from natural-language prompts via OpenRouter, then renders it immediately.

Alexa PC Control

Smart home integration using ESP32 for remote PC control with Alexa voice commands. Explores edge computing and IoT protocols.

Sujalam Chemicals

Cross-platform mobile app with real-time inventory tracking and automated alerts. Built with React Native and Express.

Adaptive Hybrid Architecture for NRIQA

Proposes a dynamic routing pipeline for No-Reference Image Quality Assessment that avoids full-ensemble execution. A lightweight gradient-boosted classifier selects the optimal IQA model from a diverse pool of traditional (BRISQUE, NIQE) and deep-learning (MANIQA, HyperIQA) algorithms based on low-cost perceptual features — achieving performance competitive with the best individual model at a fraction of the computational cost.

DOI: 10.1109/ETFI68128.2026.11484766  ·  ORCID: 0009-0009-2696-2519

@INPROCEEDINGS{11484766,
  author={Maddel, Arya and Patil, Ratnajeet and Bhavsar, Tiya
          and Gajbahar, Anisha and Jaiswal, Swati and Joshi, Prachi},
  booktitle={2026 International Conference on Emerging Technologies
             and Future Innovations (ETFI)},
  title={Adaptive Hybrid Architecture for NRIQA},
  year={2026},
  pages={1-7},
  doi={10.1109/ETFI68128.2026.11484766},
  month={Feb},
}

B.Tech in Computer Science and Engineering

Diploma in Computer Science and Engineering

High School (SSC)

1st Place · AI For Humanity (A4H)

Awarded first place in the "AI For Humanity" competition organized by DES Pune University in collaboration with IEEE Pune Section and its Computer Society, I&M Society, and Student Branch chapters.

1st Prize · Alumni NIRMITEE

Secured the first prize in the Inter Department Project Competition (NIRMITEE) at Sou. Venutai Chavan Polytechnic, Sinhagad Institutes.