
Building the future of AI video intelligence at Aptibit Technologies. Architect of Visylix, the platform handling large-scale concurrent streams with 22 AI models and Radha, the only VMS copilot we know of that is conversational, action-taking and fully on-premise at once.
With 15+ years of industry experience spanning enterprise software, computer vision, real time streaming systems, and AI infrastructure, Falguni has led engineering teams across fintech, surveillance, and SaaS before founding Aptibit in 2024. He holds deep expertise in low level systems programming, distributed architectures, and building AI products that operate at massive scale without cloud dependency.
The technical domains behind an enterprise AI video management platform built for high stream density, on-premise AI, and per-camera adaptive baselines.
Designed 22 in-house AI models, with per-camera anomaly and tamper baselines that adapt on-premise, bounded, reversible, and operator-controlled.
Face recognition, ANPR, person tracking, crowd detection, PPE monitoring, and heat maps built to run in real time at thousands of streams per node (internal testing).
Architected a purpose-built native streaming engine from scratch, optimized for large-scale concurrent connections with minimal CPU and memory overhead.
Deep expertise in WebRTC, RTSP, RTMP, HLS, SRT, HTTP FLV, and ONVIF. Sub-second live view for real time video delivery.
Built Visylix to run 100% on premise with zero cloud dependency. Air gap compatible for defense, government, and critical infrastructure.
Created Radha, the only VMS copilot we know of that is conversational, action-taking and fully on-premise at once. Purpose-built on an on-premise language model with 109 tools running entirely inside the customer network.
Deep dives into AI video analytics, streaming architecture, VMS technology, and the future of intelligent video management.
Experience the platform that handles large-scale streams with 22 AI models and the only conversational, action-taking, fully on-premise VMS copilot. Start a free trial or talk to our team.