IT SOLUTIONS

IT development & solutions

Toolification: making repeated routines fast and stable.

SCENARIO

Turning repeated manual reading and reporting into tools

Typical scene: a lab manually segments audio/video weekly and compiles reports — slow and inconsistent. Following "requirements → prototype → development → testing → delivery", we turn such routines into reusable tools. Xu Fan's personal CV lists audio-segmentation registrations; no verifiable certificates or rights-holder records exist, so these CV entries are not evidence of company software assets, delivered systems or clinical functions.

Processes to solve

Describe status quo & time sinks
Provide sample data
Runtime environment

System pipeline

Requirements & prototyping
Development & unit testing
Trial run & tuning

Deployment & delivery

Software/scripts + manual
Source & docs delivered as agreed
Training & handover

Maintenance boundaries

Warranty & response as agreed
no medical-device registration implied

Interface mock-up · not a real system screenshot

Demo: audio time-label segmentation tool (wireframe)

Audio to process

segmentation results

Report export

Green boxes mark algorithm-labelled valid segments (S1/S2 or respiratory phases); actual interfaces and features follow project delivery.

Scope note　The wireframe above is a demonstration, not a delivered client system; software development excludes medical-device registration and clinical-diagnosis commitments. CV-listed registrations:CV software registration list (as recorded)。

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