Repeated entry and stock checks
Reduce repeated entry and manual checks.
How I can help
Review entry and stock-checking steps to see where software can reduce repeated handling.
FDE · Forward Deployed Engineer
Put AI to work
in your company
Work close to your business. Put AI to work in daily tasks.
- Choose tools
- Improve workflows
- Build software
30+successful cases across industries
Where could we start?
Start with an existing tool such as WorkBuddy, or improve one repetitive step. A large system is not required.
Information lookup and repeated questions
Make information easier to find and use.
How I can help
Review scattered product documents and recurring questions, then try AI-assisted lookup and support.
Product content takes time
Stop starting copy and images from scratch.
How I can help
Review how product information becomes copy and images, with people reviewing the output.
Selected projects
Projects
Inventory management
Sanitaryware manufacturer inventory system
Delivered
Independently developed and delivered an inventory system for a large B2B sanitaryware manufacturer, covering requirements, workflow analysis and implementation.
Project process ＋
Adapted the foundation after a half-day requirements discussion. Reviews cross-check documents, stock and transactions. Delivered in about two months.
AI support
UK water purification brand · RAG support
Contributed to customized RAG support through knowledge base organization, retrieval configuration and testing, helping the team progress from demos to live testing and delivery.
Project process ＋
Customized an existing foundation, progressing from demos to client confirmation and live testing, with delivery in about two months. The case’s answers are AI-written illustrations; real answer and citation records are missing.
Barcode inventory
Furniture barcode inventory system
Delivered
Led a carton-based barcode inventory system, designing receiving, transfers and dispatch with permissions, duplicate-submission handling and correction flows.
Project process ＋
Checked the inventory sequence, duplicate requests, shortages and cancelled retries, then delivered the system to the client.
Office workflows
Law firm office system
Developed an office system from the team’s onsite discovery, adapting workflows and scattered records to staff needs and contributing to training and handover.
Project process ＋
Developed from team discovery, the second phase took over three months through training and handover. The client reported less time spent and lower software costs, without quantitative data.
Nonprofit website
Shenzhen charity foundation
Contributed to a nonprofit website, organizing the foundation profile, charitable programs, news and public disclosures into a clear navigation structure.
Project process ＋
The two first-phase websites were delivered and accepted in about one month. Positive client feedback led to a second-phase office system.
Content workbench
Zhijing · AI content workbench
Led a content workbench for furnishing fabrics, organizing product facts, style settings, editing and human review while validating model output, account connection and export separately.
Project process ＋
Validated content and account connection separately. Login, restart and disconnection records exist; the full-content test failed at its first image, and generation and publishing have not passed end to end.
Brand marketing
UK water purification brand marketing
Contributed to international brand marketing through campaigns, content and AI video production, creator partnerships and social promotion around the client’s own website.
Project process ＋
The team worked for over three months, using KOC collaborations and social channels to direct visitors to the client’s website. The client took over after stable operation; conversion and sales data were not provided.