𝐂𝐓𝐎 @ 𝐑𝐓𝐂 𝐋𝐞𝐚𝐠𝐮𝐞 | 𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐀𝐈 𝐁𝐮𝐢𝐥𝐝𝐞𝐫 | 𝐕𝐨𝐢𝐜𝐞 𝐀𝐈 𝐁𝐮𝐢𝐥𝐝𝐞𝐫 | 𝐏𝐡𝐲𝐬𝐢𝐜𝐚𝐥 𝐀𝐈 𝐁𝐮𝐢𝐥𝐝𝐞𝐫 | 𝐔.𝐒. 𝐏𝐚𝐭𝐞𝐧𝐭 𝐇𝐨𝐥𝐝𝐞𝐫 𝐢𝐧 𝐓𝐞𝐥𝐞𝐜𝐨𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐢𝐧𝐠 𝐚𝐧𝐝 𝐖𝐞𝐛𝐑𝐓𝐂 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞𝐬

𝐂𝐮𝐫𝐫𝐞𝐧𝐭𝐥𝐲 𝐛𝐮𝐢𝐥𝐝𝐢𝐧𝐠 𝐨𝐧 𝐋𝐢𝐯𝐞𝐊𝐢𝐭:

• Telecho.io: Voice AI platform serving 5M+ calls a month.
• hintmint.io: real-time meeting assistant for Zoom, Teams, and Google Meet.

9+ years building the infrastructure layer of the real-time internet. Got featured endorsement from Ahmet Oguz Mermerkaya (Co-Founder, Ant Media Server) after I delivered a 40-50ms ultra-low-latency OBS-to-WebRTC, FFMPEG-to-WebRTC integration in 2021.

𝐖𝐡𝐚𝐭 𝐈 𝐚𝐜𝐭𝐮𝐚𝐥𝐥𝐲 𝐰𝐨𝐫𝐤 𝐨𝐧 (𝐭𝐡𝐞 𝐡𝐚𝐫𝐝 𝐩𝐫𝐨𝐛𝐥𝐞𝐦𝐬 𝐇𝐍 𝐜𝐚𝐫𝐞𝐬 𝐚𝐛𝐨𝐮𝐭):

• Voice AI latency is still broken for production. Most stacks sit at 1500-3000ms. I build sub-500ms end-to-end Speech-to-Speech pipelines using S2S models, custom projector layers, and WebRTC transport. Latency is an architecture problem, not a model problem.

• LLMs are not reliable enough to run unsupervised in real-time communication pipelines. I design multi-agent orchestration systems (VICIdial, SIP, CPaaS) that keep humans in the loop where it matters and automate where latency and scale demand it.

• Local AI for real-time voice is underexplored. I work on edge-deployable Voice AI stacks for scenarios where cloud round-trips are not acceptable: robotics, physical AI devices, on-premise enterprise telephony.

• Multi-agent platforms are mostly vaporware. Happy to talk about what the actual stack looks like: WebRTC signaling, SIP trunking, LLM context injection via RAG, MCP integrations, and how you stitch it into a contact center at telco scale.

• WebRTC is still hard to ship correctly. NAT traversal, TURN server costs, codec negotiation, SFU architecture, and SIP-GSM bridging are unsolved at scale for most teams.

𝐀𝐰𝐚𝐫𝐝𝐬: Realtime AI Award of Asia, TechNext Dubai 2025 | Forbes UK 40 Under 40 Tech Innovator | IEEE and Ant Media Award Winner 2022 | U.S. Patent Holder, Teleconferencing and WebRTC Architectures (2019)

𝐒𝐭𝐚𝐫𝐭𝐮𝐩 𝐞𝐱𝐢𝐭𝐬: Core engineer on AVA Intellect (acquired by Wowza, June 2025). Real-time AI agents embedded into enterprise video infrastructure.

𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐨𝐫𝐬: LiveKit, OpenAI (Sean Dubois), SignalWire, Cartesia.

𝐒𝐭𝐚𝐜𝐤: WebRTC, LiveKit, SIP, Asterisk, FreeSWITCH, VICIdial, Voice AI, LLMs, RAG, MCP, C++, Python, Go.

𝐖𝐫𝐢𝐭𝐢𝐧𝐠: medium.com/@BeingOttoman. Deep technical content on Real-Time AI, Voice AI agents, WebRTC infrastructure, and Physical AI.

𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/in/muhammdusmanbashir786/