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Chinmay Warang
Senior Audio Software Engineer specializing in real-time audio ML systems
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About
Startup backend engineer with unusually deep end-to-end ownership of real-time audio/ML systems. At Modulate, they rebuilt the core Audio Intelligence API used by enterprise customers like Activision, cutting latency 70% and eliminating session loss, and also independently created a data labeling platform that powered the company’s model training during a major product pivot.
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Key Strengths
- End-to-end ownership of production backend systems
- Designed and rebuilt a real-time audio ML API from scratch
- Reduced latency from 5s to 1.5s
- Eliminated session loss to zero
- Unified real-time and file-based audio into a single pipeline
- Strong architectural tradeoff judgment across reliability, latency, scalability, and cost
- Deep expertise in AI/ML application-layer orchestration
- Builds reliability around model uncertainty with validation and auditability
- Thrives in ambiguous early-stage environments with no spec
- Created an internal data labeling platform that became foundational company infrastructure
- Cross-functional product ownership spanning API, web UI, database, and ops
- Strong production debugging and performance optimization
- Shipped critical query-layer fixes under deadline pressure
- High-stakes systems mindset with observability, regression testing, and incident prevention
- Security-minded and adversarial in identifying information leakage risks
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