Anand Kumar Vedantham

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Questions related from Anand Kumar Vedantham

What makes a vision-based tuning system novel enough for patenting without active laser or IR?

I’m developing a patent around a camera-only sports tuning system that captures and analyzes equipment motion (e.g., arrow flight) without relying on laser/IR beam grids. From a novelty...

29 July 2025 740 1 View

What are the key constraints when deploying predictive maintenance AI at the edge?

I’m researching edge AI solutions for predictive maintenance in industrial IoT systems. What performance, bandwidth, or model optimization challenges have you encountered when running anomaly...

29 July 2025 8,717 3 View

Can transformer-based models be optimized for real-time entity resolution in MDM systems?

I’m exploring AI-enhanced Master Data Management (MDM) systems and the feasibility of using transformer models for dynamic entity resolution. What strategies exist for minimizing inference latency...

29 July 2025 3,863 1 View

What are the trade-offs between stereo and high-speed monocular cameras for outdoor trajectory tracking?

I’m working on a vision-based arrow tuning and flight analysis system for sports applications. In outdoor conditions with variable lighting and fast-moving projectiles, which camera setup provides...

29 July 2025 3,159 1 View

What are the challenges of implementing agile enterprise transformation frameworks in siloed organizations?

I’m currently researching enterprise digital transformation models and developed the CONNECT framework to address fragmentation and agility issues in legacy-heavy organizations. What specific...

29 July 2025 5,237 1 View