Discover how AI is bridging the communication gap between humans and dogs, unlocking deeper insights into canine emotions, intentions, and even health. In this One-Shot interview, Praful Mathur, founder of Sarama, shares his groundbreaking work on a full-stack AI system designed to interpret dog vocalizations and body language. Praful, an experienced builder in AI, reveals how his innovative approach could transform our understanding of our furry companions.

What you’ll learn:

• The surprising history and potential of human-animal communication through AI.

• How to build custom AI models for complex, real-world data like dog vocalizations.

• Praful’s unique strategy for collecting and annotating large datasets from pet owners.

• The practical applications of AI in detecting subtle health issues in dogs.

• How AI tools can accelerate product development, from industrial design to strategic planning.

Key topics covered:

• The sophistication of dog understanding vs. current AI models.

• Leveraging dogs as ‘biological peripherals’ for detection.

• Training original AI models on novel datasets (SVMs, KNNs, transformers).

• Hardware and software architecture for real-time animal data collection.

• Using AI for rapid industrial design and company building tasks.

Join Joe from AI Tinkerers One-Shot as he takes a deep dive with Praful Mathur, an innovator pushing the boundaries of AI to create meaningful connections between humans and animals. This conversation explores the technical challenges and profound implications of building AI that truly understands our pets.

💡 Resources:

• Sarama - https://www.sarama.ai/

• Sarama on IG - https://instagram.com/withsarama

• Praful Mathur’s LinkedIn - linkedin.com/in/praful-mathur

• AI Tinkerers - https://aitinkerers.org

• One-Shot Podcast - https://one-shot.aitinkerers.org/

Social Media: @AITinkerers @PrafulMathur

👍 Like this video if you found it valuable, and subscribe to AI Tinkerers One-Shot for more conversations with innovators building the future of AI!

00:00 Introduction

00:15 Joe’s Reflection on the Interview

01:32 Introducing Praful Mathur & Sarama

00:01:55 Understanding Dog Communication

00:03:39 Beyond Words: Dog Communication

00:04:37 Dogs as AI Peripherals

00:05:27 History of Animal Communication Tech

00:06:47 Sarama: What They’ve Built Today

00:07:47 Sarama Hardware & Data Collection

00:09:31 Sarama App & Cloud Processing

00:11:30 Understanding Dog Behavior & Emotion

00:12:57 Training Original AI Models for Dogs

00:16:32 Multimodal Data & Sensors

00:18:49 Confidence & Data Needs for Dog AI

00:20:19 ML Stack & Training Approaches

00:22:06 Live Demo: Dog Bark Analysis

00:28:20 Dog’s Vocabulary & Alerts

00:30:13 AI for Early Health Detection

00:32:13 AI in Meta Process & Design

00:35:04 Open Source Strategy & Data Collection

00:37:18 Communicating AI Insights to Humans

00:38:36 Agentic Coding Workflow

00:44:19 Model Comparison: Gemini vs. Claude

00:46:39 How Praful Found AI Tinkerers

00:47:48 Conclusion