services
I visit locations, verify conditions, check equipment or spaces, and provide clear proof with notes, photos, or video. Useful for property checks, business verification, office/site inspection, and physical confirmation tasks.
1h
I collect real-world photo and video evidence of places, devices, storefronts, hardware, or other requested targets, following your instructions precisely.
1h
about
**I build and fix real systems — not demos.**
10+ years hands-on in:
* technical operations & support (200–300 devices, multi-location)
* networking, Linux systems, remote infrastructure
* automation of workflows and business processes
* AI infrastructure (local LLMs, multi-model pipelines, performance tuning)
* real-time data pipelines (WebSocket, APIs, DuckDB/Parquet)
* cloud/VPS (AWS EC2), proxies, integrations
* blockchain infrastructure and ultra-low-latency systems
What I do best:
* debug complex systems fast
* automate manual work end-to-end
* optimize performance and reduce costs
* design reliable production workflows
Recent work includes:
* local LLM stacks with long-context + multi-model execution
* AI-assisted code review pipelines (multi-model validation)
* email/message routing with OpenClaw + local LLMs
* real-time data ingestion for trading/backtesting
* ultra-low-latency infrastructure reducing execution from seconds to milliseconds
I take ownership, move fast, and deliver working solutions.
Available for:
* AI automation
* DevOps / infrastructure
* system troubleshooting
* real-time data systems
* custom technical builds