SANESH SIVAN@saneshsivan

This project introduces an intelligent, non-intrusive voice-activated API gateway designed to protect legacy enterprise systems from system resource exhaustion while optimizing developer workflows during network lockdowns. Operating on a PHP-based web ecosystem deeply integrated with business-critical corporate applications—including CRM, HRMS, Sage 300 Accounting, Material Controller Leasing Software, and automated Attendance tracking networks—the platform processes real-time audio commands via the AssemblyAI streaming infrastructure. When an uncoordinated infrastructure or firewall routing shift occurs on the wider network, inbound user requests accumulate rapidly in processing queues. Traditional relational database engines automatically expand their operational footprints to hold these delayed handshakes open, entirely starving the host operating system of physical RAM and crashing core local web services. If a developer's remote access paths are disabled at the network layer, they are left operationally blind. This platform bridges that gap by leveraging streaming speech-to-text models to translate verbal system triggers into automated backend operations, allowing engineers to query live database pools, adjust database thread caps, and safely apply code comment optimization strings to files like index.php and phome.php using only their voice.

🌎 Hybrid Hackathon | 💻 Online Build: 3–8 November 2026 | On-site Phase: 8 November 2026 📍 On-site Venue: Pierpont Place 163 W Pierpont Ave, Salt Lake City, UT 84101, USA ✨ Please note that travel and accommodation are not covered.

🌎 Online Hackathon | 💻 Month-long challenge | Dates: Sep 1–30, 2026 | 🏆 $10,000 Prize Pool ($5k cash + $5k in AAI credits) A month-long online challenge run by lablab.ai together with AssemblyAI, the Voice AI infrastructure company for builders. Every participant builds on AssemblyAI. You can join at any point — registration stays open for the whole build window, so you can start on day one or pick the project up halfway through and still submit. 🌍 Fully online hackathon. Join and build from anywhere in the world.