About Me
I am a Senior Software Engineer with over 8 years of experience, specializing in AI-driven solutions and Full Stack Architecture. Currently pursuing a Master's in AI Software Engineering at FPT University, I am dedicated to building intelligent systems using LLMs, LangChain, and Python (FastAPI). My expertise lies in integrating advanced AI automation into scalable web and mobile platforms to deliver high-performance user experiences.
Featured Projects
Autonomous AI Agent for Market Insights
Developed a high-performance AI Agent system designed to automate competitive analysis and consumer behavior modeling using LLMs.
- Built an autonomous agentic workflow using LangChain and LangGraph to orchestrate multi-step research tasks and data synthesis.
- Implemented Self-Correction loops and Chain-of-Thought prompting to ensure the AI validates its own findings before generating reports.
- Utilized OpenAI (GPT-4o) combined with specialized Custom Tools for real-time web searching and sentiment analysis of market trends.
- Designed a Dynamic Prompting Engine that adapts its instructions based on the industry-specific context provided by the user.
- Tech stack: LangChain, OpenAI API, Python (FastAPI), Redis for Caching.
Lightweight 2D Platformer Engine (Godot)
Developed a high-performance 2D game prototype using Godot Engine, focusing on responsive mechanics and optimized resource management.
- Implemented a robust Player Controller using GDScript with custom gravity and momentum-based movement physics.
- Architected a modular Signal-driven UI system to decouple game logic from the interface, improving code maintainability.
- Utilized Godot's Node-based architecture and Scene Instancing to build reusable game elements and dynamic level loading.
- Optimized draw calls and memory usage, ensuring the game runs smoothly in web browsers (WebAssembly) and mobile devices.
- Tech stack: Godot Engine, GDScript, Physics2D, WebAssembly (WASM).
Score CV
ScoreCV is an automated CV screening and matching tool built with NLP techniques.
- Designed and integrated an NLP pipeline to extract key skills and experiences.
- Built a custom scoring engine using Cosine similarity for vectorized text matching.
- Tech stack: Python (FastAPI), ReactJS, TypeScript.
Work Experience
- Developed and deployed AI Agents using LangChain to automate complex business workflows.
- Implemented AI-driven services and robust APIs using Python (FastAPI).
- Integrated Large Language Models (LLMs) to enhance application intelligence.
- Maintained CI/CD pipelines for automated builds and cloud deployment.
- Developed mobile games using Unity (C#), focusing on core logic, UI systems, and cross-platform publishing.
- Led the development of high-performance real estate applications using Flutter and Next.js.
Education
Master of Software Engineering (AI) – FPT University (2025 – 2027 Expected)
Bachelor of Engineering (IT) – Sai Gon University (2009 – 2014)
Contact
Email: [email protected]
LinkedIn: linkedin.com/in/honvidan
GitHub: github.com/honvidan