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Consulting with SynaptechLabs.ai

SynaptechLabs provides high-performance consulting across advanced computing, neural architecture, and deep-tech engineering. Led by Scott Douglass, we combine decades of cross-domain experience — from embedded systems and HFT infrastructure to symbolic cognition and speculative physics — to deliver cutting-edge, production-ready results with clarity, rigor, and speed. We specialize in bridging theory and implementation, working closely with clients ranging from startups and academic researchers to defense and industrial labs. Whether you need an edge algorithm, neural engine, or bulletproof system design, we bring expertise that moves fast and builds right.
Ultra-Low Latency Systems

Design, build, or audit real-time architectures for HFT, defense, or robotics. We specialize in tuning concurrency, interrupts, and system pathways to microsecond precision.

High-Performance API Gateways

Architecture and benchmarking for ultra-fast APIs. Includes memory profiling, latency tracing, and reference implementations (see bladeBench) in C/C++, Rust, and Zig.

Embedded & Real-Time Robotics

Firmware and control systems for STM32, ESP32, and FreeRTOS-based systems. Includes I/O protocols, timing loops, ISR tuning, and edge-AI deployment.

Neural Graphs & AI Systems

Symbolic cognition engines (Netti), token-based memory graphs, emotion layers, and feedback reasoning. We build research-grade neural substrates that run lean.

Algorithm Optimization & Tooling

OverflowSort, symbolic compilers, graph-based reasoning tools, and more. We design algorithms with domain-specific performance as the core goal.

Scientific Modeling & Simulation

From emergent time physics to oscillator-based particle models — we help you model, simulate, and explore novel scientific systems with code and clarity.

Developer Pipelines & Infra

Build automation, versioned environments, reproducible binaries, and CLI wrappers. We set up fast iteration pipelines for developers and teams.

Fractional CTO & Advisory

We provide strategic technical leadership, hiring guidance, architecture planning, and technical due diligence for investment or scaling milestones.