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"Ideas are worth nothing unless executed. They are just a multiplier. Execution is worth millions." — Steve Jobs


About Me

I'm a Gen AI Engineer based in Ho Chi Minh City, Vietnam, with hands-on experience in enterprise client engagement, pre-sales solutioning, and end-to-end AI project delivery. I specialize in building Generative AI solutions, Chatbots, AI Automation Agents, and Voice Agents deployed on AWS Cloud infrastructure.

I bridge the gap between complex business challenges and cutting-edge AI technology, translating client pain points into technical solutions that drive measurable business impact. My experience spans across finance, real estate, and robotics industries — from initial demos and architecture workshops to production deployment.


Key Achievements & Business Impact

5+

AI Projects Delivered

1,000+

Community Members Led

4

Speaking Events (200+ Attendees)

2x

AWS Certified


Business ROI Delivered

Voice Bot

Project Impact Metrics Links
AI Call Center Agent Automated customer support calls using AWS Bedrock Reduced call handling time Coming soon

Chatbot

Project Impact Metrics Links
Real Estate AI Chatbot Property search with recommendations & automated lead qualification Faster response time, improved conversion Coming soon

Computer Vision

Project Impact Metrics Links
Robot Human Detection CV human detection at Nguyen Hue Street, Tet 2025 ~50,000 visitors reached GitHubNews
Sign Language Recognition Deep learning model for sign language detection Accessibility focused GitHub
Human Wave Detector TensorFlow-based human detection for robotics Computer vision pipeline GitHub

AI Ops

Project Impact Metrics Links
Voice Agent Monitoring Voice Agent with Pipecat on AWS + LangSmith monitoring Production-ready setup GitHub
AWS MSK Chatbot Security Monitor Real-time security monitoring pipeline for chatbot apps AI-powered threat detection GitHub

Leadership Experience

I have strong leadership experience through building, hosting, and maintaining communities and events.

Founder & Leader – AI AWS Cloud Club HUFLIT

Together with my peers, we grew the community from 0 to 1,000+ student members within one year across platforms via online and offline activities. We built multi-media social channels to provide knowledge and connect people together.

1,000+

Total Members

750+

Discord Members

500+

Facebook Group Members

50+

Students per Workshop

Last updated: 19/12/2025

Platform Metrics Link
Discord 750+ active members Join
Facebook Group 500+ members Visit
Facebook Fanpage 126 followers Visit
YouTube Channel 87 subscribers, 1,600 views, 150+ hours watched Watch

Main Host of hands-on workshops with 50+ students per session, including live sessions on Data Structures & Algorithms.

Student Community Achievements

  • Guided 100+ students at University to improve technical knowledge and perform well in academic contests
  • Club members won 2 third prizes in Robot competition
  • Practical robot projects showcased at Nguyen Hue Flower Street 2025 with 50,000 visitorsNews Coverage

AWS Speaker & Community Experience

First Cloud Journey Program Graduate

I participated in the AWS First Cloud Journey Program, a 6-month intensive training covering both fundamental and advanced AWS knowledge through theory and hands-on practice. I successfully completed 5 workshops and graduated.

Workshop Link
Bedrock AgentCore Workshop GitHub
AWS MCP Server GitHub
Innovation Lab Workshop GitHub
Text-to-Speech Workshop GitHub

Organizer & Speaker – First Cloud Journey Program

I contribute as both event support organizer and speaker for AWS community events.

Event Role Links
AWS Community Day 2024 Speaker (16-11-2024) Watch at 1:56:50
AWS FCAJ x University (Uni Campus) Speaker & Organizer LinkedIn RecapEvent
AWS FCAJ x University (AWS Venue) Speaker & Organizer LinkedIn RecapEvent
Kick-off AWS FCJ Workforce - FPTU OJT FALL 2025 Speaker & Organizer LinkedIn Recap

Recognition & Certifications

Awards

  • Finalist — VPBank Technology Hackathon 2025 (Senior Track) with FCAJ Team for "Speak To Input" AI Voice Agent — Recap
  • Top 20 Team — Olympiad of Artificial Intelligence (OAI), Ho Chi Minh City 2025 — Recap
  • Third Place — ROBOG 2024 (Robotics Competition) — Recap

AWS Certifications

AWS Certified AI Practitioner AWS Certified Cloud Practitioner


Study Notes & Learning Resources

AWS Certification Study Guides

Certification Description Link
AWS Solutions Architect Associate (SAA-C03) Study notes and hands-on labs covering core AWS services, architectures, and best practices GitHub
AWS Machine Learning Engineer Associate (MLA-C01) Comprehensive guide for ML engineering on AWS with practical examples GitHub
AWS Data Engineer Associate (DEA-C01) Data engineering concepts, services, and hands-on labs GitHub

Programming & Algorithms

Resource Description Link
C# Study Notes 30-chapter Vietnamese learning resource from fundamentals to advanced OOP and data structures GitHub
Linear Regression Analysis AUD/USD forex prediction with time series analysis and feature engineering GitHub

Let's Connect

I'm always open to discussing AI projects, collaboration opportunities, and speaking engagements.

Ho Chi Minh City, Vietnam
hieunghiwork123@gmail.com
linkedin.com/in/hieunghi


Profile views

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  1. Building-a-Serverless-Text-to-Speech-Application-with-Amazon-Polly-AWS-Workshop-FCJ Building-a-Serverless-Text-to-Speech-Application-with-Amazon-Polly-AWS-Workshop-FCJ Public

    Hands-on AWS workshop: Build a serverless text-to-speech application using Amazon Polly, Lambda, API Gateway, DynamoDB, S3, and SNS. Convert text to lifelike audio in 20+ languages with a fully ser…

    HTML 4

  2. Bedrock-AgentCore-Workshop-FPT-University Bedrock-AgentCore-Workshop-FPT-University Public

    Hands-on workshop: Build AI agents that automate browser tasks using Amazon Bedrock AgentCore and Browser-Use SDK with Live View.

    Python 15 4

  3. Monitoring-Voice-Agent-with-LangSmith-Build-on-AWS Monitoring-Voice-Agent-with-LangSmith-Build-on-AWS Public

    This repos is about building Voice Agent using Pipecat and build on AWS LLM with Langsmith Monitoring

    Python 2

  4. aws-mcp-server aws-mcp-server Public

    Control AWS infrastructure with natural language. Model Context Protocol server connecting Claude Desktop to your AWS account.

    TypeScript 6 2

  5. Innovation_Lab_Workshop Innovation_Lab_Workshop Public

    A hands-on workshop guide for deploying AWS Innovation Sandbox solution with multi-account management, cost control, and user provisioning using AWS Organizations, IAM Identity Center, and CloudFor…

    HTML 2

  6. Sign-Language-Recognition Sign-Language-Recognition Public

    Sign Language Recognition

    HTML 2