Ho Chi Minh, Vietnam
Khánh
Huỳnh.
AI Developer & Consultant
Building agentic systems, AI-assisted workflows, and intelligent products that create real business value from idea to production.
2
Years exp.
AI Developer
FPT Software
2 Companies
FPT · TMA Solutions
About me
Huỳnh Hoàng Khánh
AI Developer & Consultant · FPT Software
Building agentic systems, AI-assisted workflows, and intelligent products that create real business value, from idea to production. I thrive where technical depth meets strategic thinking.
Professional Summary
AI Consulting & Adoption — Advise engineering teams on integrating AI into real-world workflows, covering opportunity identification, adoption roadmap definition, and implementation guidance. Comfortable working across technical and non-technical stakeholders to translate business problems into actionable AI strategies.
Agentic Systems & Automation — Design and build multi-agent systems, agentic pipelines, and AI-powered digital workers using Claude SDK, Copilot SDK, and LangChain/LangGraph. Strong focus on context engineering, tool orchestration, and production-grade reliability.
Cross-Domain AI Application — Applied AI across software delivery, medical imaging (dental 3D segmentation), and safety systems, with the ability to understand domain requirements and adapt solutions beyond traditional software contexts.
Engineering Foundation — Solid background in cloud platforms (AWS, GCP), containerization, CI/CD, microservices architecture, and edge AI deployment, supporting end-to-end ownership from solution design to production rollout.
Career Direction
I aim to become an AI Solution Architect who bridges emerging technologies and business needs. Rather than building AI for its own sake, I focus on identifying high-value use cases and guiding adoption. With cross-domain experience, I align technical feasibility, regulation, and business goals through systems thinking and clear communication.
Experience
Oct 2025 – Present
Ho Chi Minh, Vietnam
AI Developer
FPT Software
- Consult with multiple engineering teams to assess AI adoption readiness, identify automation opportunities, and define practical integration strategies aligned with each team's SDLC.
- Architect and deliver agentic AI systems (Claude SDK, LangChain/LangGraph, GCP) covering multi-step automation, knowledge retrieval, and orchestrated tool use across production workloads.
- Lead GitHub Copilot integration initiatives by designing custom skills, knowledge bases, and context engineering layers to improve developer throughput.
- Drive AI migration projects that transition legacy manual workflows to AI-assisted pipelines, reducing toil and improving delivery consistency across project streams.
- Build AI digital workers to automate repetitive development and business processes, enabling teams to focus on higher-value engineering work.
July 2024 – Oct 2024
Ho Chi Minh, Vietnam
AI Engineer
TMA Solutions
- Designed and integrated LLM-powered chatbot, assistant, and recommendation systems into client-facing products.
- Optimized and deployed AI models across cloud and edge environments, balancing accuracy, latency, and resource constraints.
- Maintained and extended a microservices-based AI platform, contributing to backend stability and feature delivery.
- Worked directly with Australian clients to gather requirements, clarify technical constraints, and provide ongoing support across time zones.
Education
Aug 2021 – Nov 2024
Ho Chi Minh, Vietnam
Bachelor's degree in Computer Science
VNUHCM – University of Information and Technology
GPA: 3.44 / 4.00
Projects
January 2026 – Present
FPT project
Agentic Workers & AI Modernization Platform
Multi-agent platform for AI-assisted software delivery at FPT
- Consulted directly with multiple project teams across migration, version upgrade, and KTLO streams, assessing technical constraints and translating them into concrete AI adoption roadmaps tailored to each team's SDLC.
- Designed a microservice platform for agent skill management, tool registry, and pipeline orchestration, serving as the runtime host for AI digital workers deployed across project streams.
- Built project-specific agentic workflows and prompt pipelines to automate code migration, version upgrades, and cross-repository analysis using Copilot SDK, Claude SDK, and MCP integrations.
- Delivered the full application stack (Python backend, React frontend, Docker, OAuth) with agentic-assisted coding while retaining full ownership of architecture decisions and engineering standards.
DentalML: 3D CBCT Tooth Segmentation
Serverless GPU inference pipeline for dental 3D segmentation
- Architected serverless GPU inference infrastructure on RunPod using CUDA-based Docker images, with automated CI/CD via GitHub Actions and Dockerhub for building resource-heavy containers.
- Implemented a TIPs (Tooth Instance & Pulp Segmentation) pipeline integrating nnU-Net with UMamba across multiple model configurations, with coordinate system standardization using SimpleITK and NumPy.
- Resolved deep dependency conflicts between PyTorch and TensorFlow stacks by isolating vendor models as subprocess-callable libraries, enabling clean integration without runtime interference.
January 2025 – October 2025
TMA Commercial product
Threat Detection App
Behavior & speech analysis on mobile devices
- Analyzed business requirements to select AI models for voice emotion, facial expression, text classification, and object detection tasks.
- Built and optimized on-device models for Android/iOS under strict resource constraints (TFLite GPU, Core ML); deployed cloud inference services on AWS EC2/ECS for heavier workloads.
- Worked closely with clients to collect feedback and iterate on model quality to meet evolving business requirements.
July 2024 – Dec 2024
TMA Commercial product
RFP Assistant
AI-powered proposal generation & sales chatbot
- Built a Gemini-powered agent for automated RFP generation and a RAG pipeline to retrieve answers from unstructured documents (PDF, Excel, Word).
- Designed a hybrid data layer with FAISS and MongoDB to handle both semantic and structured queries; containerized and deployed the stack on GCP.
Dec 2024 – October 2025
TMA Commercial product
Safety System – Edge-Device Communication
AI communication system for critical situations
- Owned a six-service AI microservices stack in production (STT, TTS, document processing, LLM decision engine), maintaining uptime and handling incident response with DevOps and client teams.
Skills
Certifications
TOEIC Speaking & Writing
Valid until August 2026
TOEIC Listening & Reading
Valid until August 2026
Additional Information
Contact
Thank you for visiting
Ho Chi Minh, Vietnam · 2026