Measured business impact
Outcomes reported against approved AI implementations, presented for executive review.
- Hours Automated
- —
- Cost Savings
- —
- Revenue Impact
- —
- AI Deployments
- 3
- Published Case Studies
- 3
Operational hours recovered through verified AI deployments.
Verified operating cost reductions delivered for client organisations.
Revenue created or protected through deployed AI solutions.
Implementations reviewed and approved against the Evidence Standard.
Documented implementations with published business outcomes.
- VerificationVerified
- SpecialisationRAG Systems
- AI Deployments3
- AI Case Studies3
- Industries Served5
- LocationIndonesia
How this is verifiedWhat the platform has established, and what remains builder-declared.
- Identity and organisation
- Identity checks confirm that the person presenting this profile controls the account and the professional identifiers attached to it, such as a LinkedIn profile. Organisation membership is confirmed by the organisation, not self-declared by the builder.
- AI Deployments
- An approved AI Deployment is an implementation record the builder submitted and the platform reviewed against the Evidence Standard before publication. Approval confirms the record is complete, coherent and consistent with the supporting material provided — it is not an audit of the client's systems.
- Business outcomes
- Outcome figures are recorded by the builder on the deployment or case study that produced them, and are reviewed at publication. Aggregates shown on this profile are calculated from those approved records only.
- Evidence
- Supporting evidence comes from the records the builder published on this platform: approved AI Deployments, published AI Case Studies, verification outcomes and organisation participation.
- Currency
- Older evidence continues to count and is never removed. Recency is presented separately through Professional Currency so that current expertise can be assessed alongside historical work.
- Traceability
- Every figure on this profile can be followed to the record that produced it. Open the linked AI Deployment or AI Case Study to read the outcome exactly as it was reported.
The platform does not independently audit client systems or financial records. How this is verified
Top business outcomes
Reported by the builder on the record that produced them, in the original reporting period. Nothing is annualised or converted.
This builder has not reported measurable business outcomes yet.
Builder-reported outcomes, recorded on deployment and case study records that AI Deploy Network reviewed before publication. AI Deploy Network does not currently capture a measurement basis or calculation methodology for reported outcomes, so none is shown.
Capabilities: declared and demonstrated
10 of 18 listed capabilities are supported by an approved deployment or published case study on this platform. The rest are Builder-declared and are not presented as verified.
Implementation capability
- RAG Systems
- AI Copilot3
- Education AI1
- Knowledge Assistant6
- RAG System3
- Semantic Search3
Technologies
- Angular
- GPT-52
- MongoDB Atlas Vector Search1
- Node.js1
- OpenAI Codex CLI
- React2
- n8n
Industries
- Oil & Gas
- E-Commerce
- IT Services & Systems Integration
- Software & SaaS2
- Marketing & Advertising
AI Deployments (3)
Technical implementation records: what was built, the technologies used and the scope delivered. Each was reviewed before publication.
StitchLog - AI Stitching Assistant powered by RAG, embeddings, and hybrid search
Full-stack stitching dashboard with an AI Stitching Assistant powered by OpenAI embeddings, MongoDB vector search, and Notion-synced project data.
AI Career Copilot / JD Analyzer
JD Analyzer is an AI career copilot that helps job seekers compare job descriptions against their profile and prepare stronger application materials. It turns manual role review into a structured AI-assisted workflow.
AI-enhanced full-stack academic tracker
Full-stack academic tracking platform with AI-generated performance insights, study recommendations, and interactive progress visualizations.
AI Case Studies (3)
Business stories: the problem, the approach and the measured result for the organisation. Each is published with its supporting evidence.
StitchLog - AI Stitching Assistant powered by RAG, embeddings, and hybrid search
StitchLog is a project tracking app for cross-stitch and craft workflows, with an AI assistant that helps retrieve project context from stored notes and documentation. It reduces the need to manually search through scattered project history.
GrowTrack - AI-enhanced full-stack academic tracker
GrowTrack is an AI-enabled student progress tracking app that helps convert academic records into clear learning insights. It supports parents and students by summarizing strengths, weaknesses, study recommendations, and progress trends from completed score data.
AI Career Copilot / JD Analyzer
JD Analyzer is an AI career copilot that helps job seekers compare job descriptions against their profile and prepare stronger application materials. It turns manual role review into a structured AI-assisted workflow.
About
Senior Software Engineer with 15 years of experience delivering enterprise and product-focused web applications across software engineering, solution delivery, and AI-integrated systems.
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