AI Deploy Network
Do Quoc Dung

AI Deploy Network / Builder

Do Quoc Dung

Senior AI Engineer

VietnamHa NoiSenior

Published evidence

1 AI Deployment

1 publicly identified

01

About Do

AI Engineer focused on taking agentic AI systems from prototype to reliable production deployment. At FPT Software, I build enterprise AI solutions across conversational AI, retrieval-augmented generation, data enrichment, and multi-agent orchestration.

My work includes LangGraph-based workflows coordinating database, IT service management, and infrastructure monitoring agents; FastAPI and WebSocket backends for real-time conversational systems; and AWS deployments using Bedrock, Lambda, EC2, Strands Agents, and Bedrock AgentCore.

Read more

I work primarily with Python, FastAPI, LangChain, LangGraph, Pydantic AI, AWS, and vector databases including Qdrant, Pinecone, and Weaviate. I also build retrieval and evaluation workflows, including a Vietnamese healthcare AI project combining a fine-tuned embedding model with an agentic RAG pipeline.

I am most interested in production AI systems where reliability, observability, tool integration, and measurable business value matter.

Professional profile

Location
Ha Noi, Vietnam
Time zone
Asia/Bangkok
Work mode
Remote, On-site
AI experience
4+ years
Industry experience
4+ years
Languages
Vietnamese, English
Working hours
09:00–18:00 ICT (UTC+7), Mon–Fri
Typical response
Within 24 hours
Available in
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.

03

What Do builds

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

Specialisations

Agentic Workflows

AI Agents

Conversational AI

Multi-Agent Systems

RAG Systems

Builder-listed deployment types

  • AI Agent
  • Internal Business Automation
  • Multi-Agent Systems
  • Workflow Automation

04

AI Deployments

Real AI implementations demonstrated through evidence.

01 / AI DeploymentPublished record

Multi-Agent AI Operations System for a Confidential Enterprise

Stateful multi-agent orchestration for enterprise IT operations, coordinating database NL-to-SQL, IT service management automation, and infrastructure monitoring workflows.

Cross-Industry / Horizontal · AI Agent · Internal Business Automation · Multi-Agent Systems · 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

  • Multi-Agent Systems1 record
  • AI Agent1 record
  • Internal Business Automation1 record
  • Workflow Automation1 record

Builder declared

  • Agentic Workflows
  • AI Agents
  • Conversational AI
  • RAG Systems

06

Technology

Technologies listed by the Builder, distinguished by published evidence.

Evidence-supported

  • Kubernetes1 record
  • LangGraph1 record
  • Qdrant1 record

Builder declared

  • Amazon Bedrock
  • Anthropic Claude
  • Anthropic Console
  • Atlassian Intelligence
  • BGE Embeddings
  • BigQuery
  • Brave Search API
  • Chroma
  • Claude Agent SDK
  • Claude Code
  • Cohere Embed
  • Cohere Rerank
  • DeepEval
  • Dify
  • Elasticsearch Vector
  • FAISS
  • Guardrails AI
  • Hugging Face AutoTrain
  • Jina AI
  • LangChain
  • Milvus
  • MongoDB Atlas Vector Search
  • Pinecone
  • Redis Vector
  • pgvector

07

Industry experience

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

Cross-Industry / Horizontal

1 published Deployment

Aviation & Airports

Builder declared

Data & Analytics

Builder declared

IT Services & Systems Integration

Builder declared

08

Trust & verification

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

Verified Builder

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

How verification works
Verified

Verified Builder

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

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

Professional record and further evidence

Client Portfolio

Diverse industry experience

  • Global Bank

    Confidential

    Conversational AI & RAG • Aviation & Airports

    Singapore2026

    As an AI Engineer at FPT Software, delivered backend AI capabilities for an airport conversational assistant across web and mobile, supporting flight-related, retail, and personalised user journeys. Built a RAG workflow and real-time FastAPI/WebSocket services deployed on AWS.

  • Global Bank

    Confidential

    LLM Data Enrichment & Entity Resolution • Data & Analytics

    Germany2026

    As an AI Engineer at FPT Software, built and extended a data platform combining structured data enrichment with LLM-based information extraction and schema validation. Developed an entity-resolution pipeline that recovered approximately 5,500 legacy prospects missing from the platform inputs.

  • Global Bank

    Confidential

    Multi-Agent AI Orchestration • Cross-Industry / Horizontal

    South Korea2026

    As an AI Engineer at FPT Software, designed a stateful multi-agent orchestration layer coordinating database NL-to-SQL, IT service management automation, and infrastructure monitoring workflows. The pilot reduced manual IT operations effort by approximately 40%.

Professional Certifications

Some recognition

  • AWS Generative AI Developer Professional

    Amazon Web Services

    Issued Jan 2026 • Expires Jan 2029

  • OCI Generative AI Professional

    Oracle

    Issued Feb 2025

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