Question 1

Who is Priyanshu Doshi?

Accepted Answer

Priyanshu Doshi is an AI & Machine Learning Engineer and IEEE-published researcher based in Ahmedabad, India. He builds industrial computer vision, edge AI, voice agents, and open-source developer tools, and studies AI/ML at the Institute of Technology, Nirma University.

Question 2

What does Priyanshu Doshi build?

Accepted Answer

He builds end-to-end intelligent systems: industrial paint-defect detection on CNC gantries, privacy-first edge AI on Raspberry Pi, real-time voice agents, GenAI platforms with hardened guardrails, and open-source developer tools such as contextrot and devtrack.

Question 3

What is contextrot?

Accepted Answer

contextrot is Priyanshu Doshi's open-source Python CLI that measures where a coding agent starts degrading, using your own local session transcripts. It has over 10,000 downloads on PyPI.

Question 4

What open source has Priyanshu Doshi contributed to?

Accepted Answer

He is the founder and maintainer of devtrack (190+ stars, 1,000+ merged PRs) and has had pull requests merged into PyTorch, TensorFlow, and Keras.

Question 5

What is Priyanshu Doshi's research?

Accepted Answer

His paper 'Robotic Arm Fault Detection using CatBoost Classifier' was published in IEEE Sensors Letters (2026), achieving 97.20% accuracy and a 0.9718 F1 score.