Supavit Rojbundit

I design and ship autonomous systems and real-time data pipelines where failure is expensive — search platforms, robotic motion, and signal-driven interfaces.

I currently focus on high-volume search, robotic sorting systems, and operator tooling for real-world environments.

I build systems where deterministic behavior beats "AI magic."

10+
Production Systems Shipped
Robotics, search platforms, internal tools
1M+
Daily Queries Served
Fuzzy search at 200+ req/s
<100ms p95
Latency Targets
Real-time search & operator UIs

Areas of Expertise

  • Distributed systems & high-volume search platforms
  • Robotics motion control & real-time pipelines
  • CDC pipelines, data infrastructure & observability
  • Operator tooling & internal platforms

Expertise & Stacks

Teams bring me in when their prototypes need to harden. These are core stacks I use to make systems deterministic and observable.

Distributed search platforms

Postgres FTS, trigram similarity, vector and hybrid search; relevance tuning and benchmarking.

PostgreSQL FTSElasticsearchVector SearchKafkaDebeziumCDC pipelines
Robotics motion + sensing pipelines

Multi-axis motion control, camera & sensor integration, fault-tolerant runtimes.

ROS2C/C++STM32ModbusSerial stacks
Real-time signal processing

Pipelines where latency and determinism matter more than peak throughput.

FastAPIPythonTypeScript/NodePrometheus/Grafana
Operator platforms

Control panels, staging workflows, and observability for high-risk operations.

RESTGraphQLDockerk6Linux

Selected Systems I've Built

See systems →

These aren't concepts — they run in production, handle real throughput, and operate under real constraints.

High-Volume Search Platform for Collectibles

Search across tens of millions of items with typo-tolerant, multi-field relevance. CDC pipelines, staged imports, and operator tools for high-risk edits.

Cut indexing latency 83% and eliminated timeout failures after replacing naive batch ingestion with CDC + streaming architecture.

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Autonomous Card Sorting Line

Robotics + vision system that sorts fragile items with multi-axis motion, cameras, and barcode scanning. Multithreaded runtime coordinating motion, sensing, and operator UI.

Achieved 99.2% sorting accuracy at 180 items/min with zero dropped connections over 72-hour stress tests.

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Environmental Sensing Rover

Embedded firmware, telemetry, and local data storage for a custom rover used for environmental/thermal monitoring.

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Operator Control Panels

Internal tools that replaced paper/slack workflows with CDC-secured staging, image injection, and search debugging interfaces.

View system →

What I Build

Systems where reliability and latency are non-negotiable — here are the kinds of problems I solve.