Voice AI Architects
Voice AI Platforms · Autonomous Agents · Enterprise RAG · Distributed Systems
Most agencies or solo developers build basic API wrappers. We are a specialized team of highly experienced AI engineers, full-stack engineers, and distributed systems architects who build, optimize, and deploy high-performance, production-grade AI systems.
Led by Hit Kalariya, our team has hands-on experience delivering dedicated solutions for every dimension of modern artificial intelligence. We build custom multi-agent environments, design enterprise-grade search infrastructures, compile optimized edge vision pipelines, and deploy serverless model hosting at scale.
Multi-Agent Autonomous Tutoring Platform
"Two AI models. One visible. One invisible, silently orchestrating everything. Adaptive student guidance in real time."
Enterprise voice agent platform with custom pipeline
"Custom low-latency pipeline with proper interruption/barge-in, language switching, self-hosted LLMs, and scale telephony."
Wildlife & Perimeter Defense with Computer Vision
"Multi-model computer vision ensemble processing live drone streams, detecting and geolocating perimeter threats."
Natural Language Data Access Across 150+ Warehouses
"A query in Tamil answers from 3,000+ tables across 150 warehouses in under three seconds. Schema-aware RAG."
Real-Time Vision-Language Inference on Edge Hardware
"Google's PaliGemma VLM made production-ready on Jetson Orin Nano, Raspberry Pi, and mobile devices."
Invisible Dubbing with Lip Sync AI
"Translated speech synchronizing lip movements in real time across live video streams, preserving speaker timbre."
AI-Powered Project Management Platform
"A two-sentence brief. A fully structured SRS, feature breakdown, and Kanban board — in under 60 seconds."
Digital Payment Infrastructure Simulation
"How does UPI process 10 billion transactions without failing? SAMPARK makes that UPI-class architecture visible."
"Hitt is a solid full-stack engineer who's genuinely easy to work with. He understands both the big picture and the small details, which makes collaboration smooth and efficient."
"Hit demonstrated strong expertise in AI/ML, especially in computer vision and agent-based systems. He understood the requirements quickly, delivered innovative solutions, and maintained excellent communication throughout."
"Hit did a good job building out pipeline and testing our MVP. Will work with again."
I'll tell you honestly what's possible, what's overhyped, and
exactly how I'd build it.
Send me a message on Upwork or LinkedIn — I respond within 24 hours.