Vedant Kalbag - ML Engineer & Audio ML Specialist

About

I'm an independent consultant and engineer who builds AI systems that ship. With experience scaling ML infrastructure at Beatoven.ai and Warner Music Group, I specialize in turning research into production-ready products.

I work with companies to architect ML systems, develop audio AI products, and automate complex workflows. Whether you're launching a new product, scaling existing infrastructure, or need technical leadership for an AI initiative, I bring practical expertise in machine learning, product development, and music technology.

Solutions

Music Technology & Audio AI

Music Information Retrieval systems
Audio classification and recognition
Generative models for audio/music
Natural-language search and cataloguing
Voice conversion and synthesis
Audio content analysis and recommendation systems

Machine Learning & AI

Setting up large-scale distributed infrastructure
Model debugging and optimization
End-to-end ML and data pipelines
Production ML deployment and monitoring
Cloud infrastructure (GCP, AWS, Azure)

AI-Driven Automation & Optimization

Process automation and workflow optimization
Data pipeline development and ETL
Business intelligence and analytics automation
Tool development for team efficiency
GPU utilization and performance optimization
Cost reduction through intelligent systems

Product Development & Engineering Leadership

Product strategy and roadmap planning
Technical team leadership and mentorship
Cross-functional collaboration and stakeholder management
Agile development and sprint planning
Technical architecture and system design
Go-to-market strategy for technical products