AI & Model Engineering
AI Projects
We tailor deployable AI applications from 0 to 1 around your
business scenarios—using AI to empower real industries and
products.
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Full-lifecycle data services: data collection, organization,
labeling, cleaning, model fine-tuning, training, and evaluation
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Scenario-driven AI solution design: identify business pain
points, define model application strategies, and deploy
inference services
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Enterprise AI system build-out: develop dedicated AI
capabilities (e.g., conversational assistants, intelligent
analytics systems) with ongoing maintenance, updates, and
extensibility
Best for: clients who want to enable existing
industries/products with AI to reduce cost, improve efficiency,
and automate workflows
Web & Back-Office Systems
Web & Applications
We build stable, maintainable Web experiences for your business
and products—from corporate websites to back-office workflow
systems.
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End-to-end design and bespoke development for corporate
websites, marketing landing pages, and brand showcase sites
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Planning and implementation of Web applications such as admin
consoles and customer portals
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Performance optimization, accessibility improvements, and UX
upgrades aligned with Core Web Vitals
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SEO, metadata configuration, and analytics/event tracking
integration
Best for: companies seeking IT/Web enablement or
transformation
Mobile & Cross-Platform
Cross-Platform Applications
With a unified architecture, we build apps that run on iOS,
Android, and the Web—reducing development and operations costs and
accelerating time-to-market.
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Cross-platform development for iOS, Android, and Web with
consistent multi-platform experience and features
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Complete release and update workflows (including CI/CD and rapid
hot-update mechanisms)
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Stable, reliable backend APIs and service architecture to
support growth and system integration
Best for: companies that need apps and mobile products
We don’t just deliver solutions—we aim to build long-term,
stable partnerships with our clients, grow together, and
face future opportunities and challenges side by side.
We continuously follow frontier technologies, keep up with
the latest papers and research, and apply the most
appropriate technology to the most suitable scenarios.
In today’s fast-paced industry, rushed delivery,
multi-layer subcontracting, and templated solutions are
common—but that’s not what we stand for. We take
responsibility for every client, deeply understand real
needs, refine every detail, and deliver bespoke, reliable,
and sustainable technical solutions.
Topics You Can Discuss With Us
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Performance optimization, refactoring, and stack upgrades for
existing systems
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Internal tools, automation scripts, and data processing
pipelines
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Third-party services / API integrations (payments, auth,
messaging, LLMs, etc.)
- PoC / MVP rapid validation projects
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Technical consulting / monthly long-term technical support
Common Collaboration Scenarios
Start small with a lightweight tool
Have an idea but unsure about the technical path
Need to add AI capabilities to an existing product
Need a part-time / remote technical lead
If your needs don’t fit neatly into a category yet, feel free to
email us a rough description. We can work together to break the
problem down into an executable technical plan.
How to Work With Us
We keep the process minimal, but every key milestone is fully
transparent—so each iteration stays aligned with your business
objectives.
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01 · Requirements Clarification
We align on goals, scope, and technical feasibility through
online or in-person discussions.
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02 · Proposal & Quotation
We provide a technical plan and milestone roadmap, along with a
total quote or phase-based budget.
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03 · Iterative Development
We develop in iterations. Demos can be reviewed at any time, and
priorities can be adjusted dynamically based on feedback.
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04 · Launch & Long-Term Support
We deploy to production and provide ongoing operations and
technical support on a monthly/yearly basis.
