From Agentic AI to Fullstack from ground up in AWS and GCP.
Explore my portfolio where creativity and functionality converge, showcasing clean end-to-end fullstack and Agentic AI projects crafted with precision and scalable modern backends on various infrastructure setups.
Technologies
Meet Toby (Thang) Tran
About me
Hello! My Name Is Toby (Thang) Tran
Fullstack software engineer with 10+ years of experience in FrontEnd, BackEnd, Cloud Infrastructure as code, and automated E2E tests.
Who are you and what do you do?
Which technologies you are familar with ?
Which languages, and technologies, that you want to learn in the future?
Offerings
My Expertises
BackEnd Development
Enterprise experiences on both microservices and monolithic backend. Design and deploy backend services in NodeJS, Java Spring Boot, and FastAPI.
Agentic AI
Ecommerce analytic applications with Multi-agent system at Stackline with FastMCP, A2A, AWS Strands, Google ADK, Langfuse, AWS Bedrock and GCP Vertex.
Cloud Computing
8+ Years of working with AWS along with various AWS services such as EC2, ECS, S3, RDS, Lambda, Cloudfront, Cognito, API Gateway, AppSync, CDK, SDK, Redis, DynamoDB, Aurora Bedrock, etc.
Machine Learning
Ability to work with Python, Numpy, Pytorch/Tensorflow, Scikit-learn training, Keras, and AWS SageMaker & AWS Bedrock for Machine Learning projects.
FrontEnd Development
6+ years of experience with React, NextJS, Redux, CSS, Tailwind, Material UI, AWS Cloudscape and Shadcn UI. Experiences in both Server Side and Client Side rendering.
Sample Projects
My Portfolios
Agentic AI
AWS
Frontend
Backend
AI Intelligence Advisor
AI intelligence advisor with trends analytics, ads conversion, market share, brand traffics, and charts generation on AWS Strand Agent and MCP.
Backend
Frontend
AWS
Fashion Marketplace
Admin Dashboard + Shopping, MERN, API Gateway, AWS Lambda, S3, Cognito, and Cloudfront.
Backend
Frontend
AWS
Multi-tenancy Marketplace
NextJS, Payload CMS Backend with ExpressJS, TRPC, MongoDB, Tailwind CSS, and Shadcn UI.
ML
NLP
Word Embedding- Simple RNN Training
Simple Recurrent Neural Network on sentiment prediction. Optimizable with LSTM, GRU, and Transformer.
ML
GenAI
Deepseek Chat with SQL and MongoDB
Connect to any SQL database or MongoDB on cloud and start conversation with your data.
Backend
Frontend
AWS
Airbnb Fullstack
NextJs, Prisma, PostgresSQL, Tailwind CSS, AWS Lambda and Shadcn UI.
Frontend
AWS
Gongcha Kelowna Website
Prototype Website for Gongcha. Gatsby, React, Contentful CMS and AWS Amplify
Frontend
AWS
Sushi Ichiban Calgary
Website for Sushi shop in Canada. Gatsby, React, Material UI, and AWS Cloudfront
Frontend
AWS
Cabins Booking Website
React SPA, Redux, PostgresSQL, AWS Cloudfront, and Supabase.
Working Experiences
Companies That I Worked At
Stackline
Software Engineer, 02/2025 - Present
"Working on data analytics platform for ecommerce market share, advertising, and analytics for brands and retailers. Building Agentic AI apps for product profile generation and intelligence advisors."
Cisco Systems
Software Engineer Intern, 04/2012 - 08/2012
"Developed and fixed defects for In-Service-Software-Update feature of Cisco Router Operating System."
Mastercard
Senior Software Developer in Test, 05/2022 - 08/2022
"Working on both development and testing of file transfer and credit card dispute microservices"
Nortal U.S
Senior Fullstack Engineer, 09/2022 - 02/2025
"Worked on internal Amazon projects, mainly on global Amazon Facilities, Buildings, Devices management applications. Also worked on Backend development for TMobile prepaid public APIs."
Replicon (now Deltek)
Software Engineer, 04/2014 - 02/2022
"Developed AWS applications for time-attendance tracking, timeoff management, scheduling, project management, compliance payroll, and more."
Pason Inc.
Software Developer in Test, 02/2022 - 04/2022
"Working on writing UI tests on drilling softwaresfor Oil & Gas Industry."