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Track record

A decade-plus, taking tech to the front line

From beneath great rivers to hospital wards to cross-border engineering drawings — much is under confidentiality and can't be shown in full. Here we share its reality, depth and scale as far as we can.

10+ yrs
on the front line
~10
SW China hydropower sites
4,500m+
high-altitude field work
China–Japan
national R&D program

Evidence across three tracks

Different fields, shared method — land frontier tech, solidly, on site.

01 · Our deepest layer

Ecology & Environment

The thickest chapter of our decade — AI and engineering guarding life in the great rivers.

  • Fish-passage & fish-lift monitoring: long-term watch over migration routes, auto-logging species and counts.
  • Underwater species recognition: optical (YOLO etc.), stereo vision and sonar fused to identify fish and aquatic life in murky, low-light water.
  • Control software for fish-lift power equipment: stable, controllable operation of passage facilities.
  • 3D basin situational dashboard: scattered monitoring points, hydrology / water-quality and device status on one screen.
  • Habitat protection and fish-stock surveys; dynamic management platform for eco-environmental measures.
  • Contributor to industry technical standards.
~10 hydropower stations, SW ChinaGreat-river basins4,500m+ high-altitude sitesNational R&D · China–Japan
02 · Human-centered

Health & Medicine

Putting AI's objective judgment beside the clinician — a smart facial-palsy grading system that's faster, more objective and remote-capable.

  • Facial-palsy grading system: patients upload a set of standard expressions (relax / raise brows / close eyes / smile / puff cheeks); AI returns a quantified grade in minutes.
  • Dual-model engine: a segmentation model (optimized DenseNet) locates facial keypoints; an evaluation model (BP neural network) computes horizontal / vertical asymmetry into a quantified ratio.
  • Aligned with the clinical House-Brackmann scale (grades I–VI), turning subjective experience into an objective, reproducible standard.
  • Human-in-the-loop: clinicians review and calibrate on a dashboard; their corrections feed back to keep improving the model.
  • Co-developed with a top-tier Asian neurosurgery research institute; the core method holds a national invention patent.
  • Applicable to clinical decision support, remote-consultation platforms, at-home rehab follow-up, and drug / therapy research.
Top-tier neurosurgery instituteNational invention patentHouse-Brackmann alignedRemote · at-home
03 · Where we began

Green Building & Engineering IT

From eco-architecture at our founding to engineering and IT across China, the US and Singapore.

  • Intelligent drawing-review system: custom-built for a professional plan-review body, iterated over multiple phases.
  • Prefabricated low-rise lightweight wall panels: reusable, with replaceable finishes.
  • Construction-waste recycling solutions.
  • International: a materials-mechanics database with automatic optimization for a North-American state civil lab.
  • Neural-network acceleration replacing costly simulation for a national highway research program.
  • QC and reuse of an agency's reanalysis climate data; public-space (smoking-room) design in Singapore.
China · US · Singapore10+ yearsMultiple international papers

The AI foundation beneath it all

Computer visionStereo visionAcoustic sensingNeural-net accelerationKnowledge graphsEdge inferenceIoT / MQTT

Domain-specific LLM de-hallucination — multiple patents pending.

Credentials · Patents · Standards · Papers

National High-Tech Enterprise · certified software enterprise
14 software copyrights
Invention patent (medical-AI)
Third Prize · 1st “XingZhi Cup” National AI Innovation Application Competition
Contributor to industry technical standards
Multiple papers at international conferences and journals

What you see is the tip of the iceberg

Want to go deeper on a particular area? Just get in touch.

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