Debugging Audio Buffer Overruns: When Python Asyncio Drops the Ball
Audio streams do not care about your Garbage Collector. If you miss a 20ms buffer deadline, the audio glitches. Here is how you debug real-time streaming issues on the edge.
Rajat Pandit AI Leader - Keynote Speaker - Technology Advisor
Crafting strategic AI roadmaps that align technology initiatives with core business goals and bridging the gap between ambitious vision and tangible results.
The Displacement Doctrine
A blueprint for technical liberation and value-based displacement.
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Philosophy: Clarity. Conviction. Collaboration.
APPROACH
Leadership Backed by Execution
A proven framework for translating deep technical expertise into measurable business impact. Combining over 20 years of hands-on experience with the executive acumen needed to drive sustainable growth.
Strategic AI Roadmaps
Developing clear, actionable strategies that align technology initiatives with core business objectives. Every investment is architected to drive long-term value and secure a durable competitive advantage for the enterprise.
From Pilot to Production
Expertise in moving organizations beyond the proof-of-concept stage by operationalizing AI/ML solutions at enterprise scale. The focus is on building robust, reliable, and impactful systems ready for real-world deployment.
Focus on Business Outcomes
Moving beyond technical metrics to concentrate on what matters most: delivering measurable business impact. This includes revenue growth, operational efficiency, and an enhanced market position.
High-Performing Teams
A proven ability to build and mentor world-class engineering teams. Fostering a culture of innovation, accountability, and excellence is key to attracting and retaining top-tier talent.
Bridging Tech & Business
Translating complex technical concepts into clear business language. This enables executive teams and boards to make informed, confident decisions in a rapidly evolving technology landscape.
Future-Focused Insights
Providing forward-looking analysis on emerging trends in AI and cloud infrastructure. This helps organizations anticipate market shifts, mitigate risks, and seize future opportunities with confidence.
Testimonials From Other industry Leaders
" Focussed, Technologist, Go-Getter, Team player is how I would describe Rajat. He is a thought leader who is ready to take tasks to completion with a smile. True asset to any team he joins. "
Vidya Laxman
Technology Director at Tesco
" Rajat has done excellent work for Tesco over the last year. He has been great to work with and is highly skilled. I wouldnt hesitate to recommend him to anyone.. "
Jon Higgins
CTO & CPO at Wehkamp Retail Group
" Rajat is highly motivated, very strong technically and a well regarded member of our department. He has a strong vision for how our department should operate technically and has helped to guide us towards that vision over the past year or so. Safe to say he's also a great guy! "
Tara Hamilton-Whitaker
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Real-time Audio VAD: The Hardest Problem in Voice Agents
Latency in Voice Agents isn't just network time; it's Turn-Taking latency. If your agent cannot reliably detect when the user has stopped speaking, the illusion of intelligence shatters instantly.
Stateful Agents on K8s: Redis is Your Bottleneck, Not the Vector DB
Agents are stateless. Their memory is not. Scaling the LLM reasoning loop is trivial compared to solving the transactional concurrency of agent memory on Kubernetes.
Writing Pallas Kernels for JAX: Stepping Outside the XLA Safety Net
When XLA's heuristics fail for custom attention mechanisms, you can't just hope for a compiler update. Here is how you write Triton-like kernels directly in Python using JAX Pallas.