About • Prabal

I'm an AI engineer based in Waterloo, Ontario, Canada.

Computer Engineering at the University of Waterloo, class of 2020. Building production ML systems ever since.

What I'm doing now

I run Rama Labs, an AI engineering consultancy.

Evaluation design, pipeline architecture, inference optimization, production reliability.

Also building LatentScore - an open-source library for real-time text-to-music generation on edge devices.

Data Scientist II at Microsoft Azure Core (2020-2023)

Built anomaly detection and automated debugging tools used by on-call engineers across Azure Core services.

Founded MonitorIntent (2024-2025)

AI-native B2B lead generation platform. 3,000+ qualified leads delivered to 7 paying customers.

Founded Vatch (2023)

Voice AI platform with live transcription, streaming TTS, and LLM-driven conversation flow.