AKIHARU builds AI inspection platforms, industrial dashboards, scientific data systems, and custom digital tools shaped by real domain understanding.
Complex systems become useful only when they are understood, structured, and made visible.
AKIHARU builds practical systems for scientific, industrial, and educational use. We turn technical problems into clear digital tools that people can actually use.
Every system AKIHARU delivers starts with the problem domain, not the technology stack.
Machine learning and computer vision systems built on physical domain knowledge — engineered for precision, not approximation.
Operational platforms for manufacturing and facility environments — built for real workflow pressure, not demo rooms.
Structured learning, assessment, and knowledge platforms for teams that need clear content, measurable progress, and reliable workflows.
Custom web platforms and admin tools built for how your organisation actually operates — not how a template assumes it does.
Each project begins with the problem domain. The technology follows from that.
Selected projects may include collaborative, technical contribution, and independent works. They are presented to demonstrate technical experience, design capability, and project involvement. Project inclusion does not imply ownership, endorsement, affiliation, or commercial engagement unless explicitly stated.
An electroluminescence imaging pipeline paired with a trained defect-detection model that classifies panel faults at pixel level. Designed for in-field and laboratory environments, replacing manual inspection with systematic AI analysis.
A full-stack operational dashboard for manufacturing facilities — covering inventory control, machine-state monitoring, supplier management, multi-stage approval workflows, and shift-level reporting.
Imagine a scenario where a patient-facing booking portal and clinic admin backend for managing appointment requests, scheduling, patient records, and confirmations — replacing manual coordination entirely.
Project experience with a structured learning and registration platform, covering programme listings, participant registration, workshop scheduling, and an admin content management layer.
Project experience with an event operations platform, covering submission workflows, speaker management, programme agenda, delegate registration, and an editable admin backend.
Custom analysis pipelines and visualisation tools for engineering and research datasets — from raw sensor output to structured figures and statistical summaries.
Solar panel defects are not always visible. Electroluminescence imaging captures the electrical activity of each cell under forward bias, making micro-cracks, finger interruptions, and material degradation visible as distinct luminescence patterns.
AKIHARU's EL inspection system applies convolutional neural networks trained on domain-specific EL image datasets to classify defect types with high spatial precision — enabling systematic quality assessment at the manufacturing and field deployment stages.
AKIHARU is guided by a small technical team with backgrounds in physics, engineering systems, scientific computing, industrial inspection, and digital workflow development.
Our work combines scientific reasoning, practical engineering, and system-level design to build tools for real operational environments.
Computer vision and analysis workflows for electroluminescence inspection, defect classification, scientific imaging, and physics-aware processing.
Operational systems for inventory, machine-state visibility, supplier workflows, reporting, dashboards, and practical engineering environments.
Training platforms, knowledge portals, admin tools, custom content workflows, booking systems, and maintainable web applications.
Every AKIHARU system moves through a consistent engineering process — not just to ship, but to ship something that holds up.
Domain analysis, stakeholder mapping, and constraint definition before any code is written.
System architecture, data flows, and interaction design before implementation begins.
Structured development with human oversight at every decision point.
System testing against real operating conditions, not synthetic benchmarks.
Iterative improvement informed by measurement rather than assumption.
Documented, maintainable delivery. Systems you can own, not systems you are locked into.
Whether you need an AI inspection platform, an industrial operations system, or a precision digital tool — contact AKIHARU with the problem, not the brief.
info@akiharu.com
