Vision &
Engineering.

Debesh Bar
Founder & Technologist
Founder and Builder of Kloner AI. Former Co-founder & CTO of MedVR Education (Acquired by NBME). Core interests include high-level computational optimization on GPUs and achieving sub-second neural inference latency.
The Problem We Set Out to Solve
Enterprises wanted to deploy AI that could genuinely represent them — not text boxes or pre-scripted bots, but human-like agents capable of real conversation. The technology existed in fragments, but no single system could deliver visual fidelity, emotional responsiveness, sub-second latency, and enterprise-grade compliance simultaneously. That gap was the founding insight behind Kloner AI.
Solving the 'Latency Gap'
When Generative Voice and Video AI matured in 2024, the potential was clear. Yet, compiling TTS, ASR, LLM streams, and video synthesis models resulted in 3-second delays. In high-stakes human interaction, a 3-second delay destroys trust and immersion.
Enterprise Deep-Tech
We aren't building toys or generic wrappers. We're building cloud-native computational pipelines that allow enterprises to safely harness their own custom AI avatars in isolated, compliant environments. From healthcare Standardized Patients to persistent virtual ambassadors, we provide human presence at infinite scale.