AI Deploy Network
Giap Nguyen

AI Deploy Network / Builder

Giap Nguyen

Senior Full-Stack AI Engineer | API, LLMs & Automation

VietnamSenior

Published evidence

1 AI Deployment

1 publicly identified

1 Case Study

Published implementation narrative

01

About Giap

I am a Full-Stack AI Developer specializing in architecting and deploying stateful, production-ready AI applications from 0 to 1. My core strength lies in building robust Python/FastAPI backends, integrating LLMs (Gemini/OpenAI) with persistent database memory (SQLite/PostgreSQL), and crafting modern Next.js/Tailwind frontends. I handle the entire product lifecycle including DevOps (Linux, Nginx, PM2).

Professional profile

Location
Vietnam

02

Proven on the network

Implementation records and publicly available work, where published.

1 AI Deployment delivered, including 1 publicly identified implementation available to inspect.

Reported business outcomes
  • Hours Automated200 hours

    period not specified

    Automated 200 hours (period not specified)

  • Cost SavingsUSD 5,000

    period not specified

    Reduced operating costs by USD 5,000 (period not specified)

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.

03

What Giap builds

Implementation domains listed on this profile. Evidence-supported items are identified separately below.

Specialisations

AI Agents

Builder-listed deployment types

  • AI Agent
  • Internal Developer Tooling
  • Workflow Automation

04

AI Deployments

Real AI implementations demonstrated through evidence.

01 / AI DeploymentPublished record

Enterprise AI Course Agent with Persistent Memory & Token Tracking

An end-to-end, full-stack AI agent that automates curriculum design for instructional designers, featuring persistent conversational memory and automated API cost tracking.

200 hours automated · Currency not specified cost savings

Education · AI Agent · Internal Developer Tooling · Workflow Automation

View Deployment

05

Implementation capabilities

Evidence-supported means linked to a published Deployment or Case Study; other capabilities are Builder declared.

Evidence-supported

  • AI Agent2 records
  • Internal Developer Tooling2 records
  • Workflow Automation2 records

Builder declared

  • AI Agents

06

Technology

Technologies listed by the Builder, distinguished by published evidence.

Evidence-supported

  • FastAPI1 record
  • Next.js1 record
  • Python1 record
  • React1 record
  • SQLite1 record

Builder declared

    No additional declared items.

    07

    Industry experience

    Published Deployments support the listed counts. Other industries are Builder declared.

    Education

    1 published Deployment

    IT Services & Systems Integration

    Builder declared

    Software & SaaS

    Builder declared

    08

    Case Studies

    Published narratives of implementation and results.

    Education · AI Agent · Internal Developer Tooling · Workflow Automation

    Automating Curriculum Design with a Stateful Enterprise AI Agent

    A full-stack, secure AI assistant that automates curriculum planning for instructional designers. It features persistent conversational memory and an automated token-tracking database for precise API cost control.

    Read case study

    09

    Trust & verification

    A closer look at how this profile and its evidence are reviewed.

    Community Member

    AI Case Studies verified

    Published evidence is reviewed against the AI Deploy Network Evidence Standard.

    How verification works
    Community

    Verified Builder

    Independently reviewed by AI Deploy Labs against the platform Evidence Standard.

    • AI Case Studies Verified
    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

    Ready to discuss your AI implementation?

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