From AI and Blockchain to Full-Stack DevelopmentBuilding systems that scale to millions
Edge AI & Perception
We architect production perception stacks for autonomous systems operating at the edge. From Vision-Language Model (VLM) pipelines and BEV transformers to multi-sensor fusion and real-time object detection, we build inference engines that run within strict thermal and latency budgets. Our expertise spans model quantization (INT8/INT4 AWQ), TensorRT optimization, LoRA fine-tuning, and deployment on embedded platforms like NVIDIA Orin and Jetson AGX.
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Decentralized Infrastructure
We engineer decentralized protocol infrastructure at the lowest levels of the stack. From high-frequency MEV detection engines and mempool analysis to ZK-proof circuits and cross-chain bridge architecture, we build systems where correctness and latency are measured in milliseconds. Our team specializes in Rust-based transaction pipelines, Solidity gas optimization, and formal verification of smart contract logic.
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High-Frequency Distributed Systems
We design and deploy distributed systems engineered for extreme throughput and sub-millisecond latency. From event-driven microservice orchestration and lock-free data structures to streaming pipelines processing millions of events per second, we build backend infrastructure where failure is not an option. Our stack centers on Rust and Go for performance-critical paths, with Kafka, Redis, and custom CRDT-based state management for consistency at scale.
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Computer Vision
We build production computer vision systems that operate in real-time under strict resource constraints. From multi-camera 3D scene reconstruction and BEV occupancy networks to object tracking across distributed camera arrays, we develop vision pipelines for autonomous vehicles, robotics, and industrial automation. Our models are optimized end-to-end with TensorRT, Taylor-expansion pruning, and custom CUDA kernels for deployment on edge hardware.
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Mission-Critical Applications
We build mission-critical application layers for systems where downtime and data inconsistency are unacceptable. From real-time state synchronization across geographically distributed nodes to complex multi-tenant access control and event-sourced architectures, we engineer interfaces that sit on top of demanding backend infrastructure. Our focus is on correctness, auditability, and fault tolerance rather than aesthetics.
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