About Me
Computer science graduate and GenAI enthusiast with practical experience with LLMs and in building an enterprise AI Agentic framework and supporting many business use-cases getting started with AI Agents to streamline processes. Seeking to join a team of innovators and contribute to building state-of-the-art AI technologies.
Agentic AI Development
Built an enterprise AI Agentic framework, supporting many business use-cases getting started with AI Agents.
LLM Observability
Leveraged LLM observability tools to monitor and analyze the performance of AI Agents.
Evaluation-Driven Development
Took into account the evaluation metrics to improve the performance of AI Agents.
Deployment
Deployed AI Agents in multiple environments.
My Background
I hold a Bachelor's degree in Computer Science from the Wrocław University of Science and Technology, where I completed CS courses with final GPA 4.56/5.00 and received a grade 'bardzo dobry' (very good) in Diploma.
Final thesis: Intelligent Assistant For Foreigners
This project was aimed to help foreigners in Poland to address challenges such as finding reliable legal information from Temporary Residence Permit application process, Visa, information about Universities, scholarship, schools and health insurance.
I successfully implemented a multi-lingual chatbot applying RAG techniques and using LLMs to answer users' questions.
Skills & Expertise
My technology stack focuses on building AI Agents frameworks and tools to support the development, deployment and monitoring of AI Agents.
Certifications
- Azure AI Fundamentals
- IBM Introduction to Artificial Intelligence
AI Research Interests
- Embedding Models
- Agentic RAG, multi-modal RAG
- Few-shot & Zero-shot Learning
- LLM quantization
Languages
- Vietnamese (Native)
- English (Fluent, C1)
- Polish (Intermediate, B1)
Featured Projects
Below are my thesis project and some of my side projects.
Professional Experience
Developing enterprise AI Agents framework
- Maintain and scale a high-code agentic framework utilized for multiple business use cases
- Enhance CI/CD workflows to validate framework releases
- Lead the development of critical features including cloud agnostic components and tools
- Collaborate cross-team to ensure the right scope of delivery
Developing enterprise AI Agents framework
- Collaborate with Product Owner and AI Architect to deliver Proof of Concepts (POC) for an internal Agentic Framework
- Build the first version of framework which accelerated the business end to end experimentation with AI Agents
- Create templates for multi-agent systems, including agentic tools and human-in-the-loop workflows
- Build Agent protocol APIs for remote agents
- Conduct and participate in hackathons / trainings
Researching, adopting and implementing AI solutions using open-source LLMs and fine-tuned models
- Researched and implemented AI solutions using open-source LLMs, contributing to a metaverse project and an AI innovation contest
- Trained, tested, and deployed a natural language data retrieval engine using Sentence Transformers (sBERT) and fine-tuning techniques
- Developed simple RAG applications for PDF document chat and deployed open-source low-code AI platforms including Flowise and LangFlow
- Built FastAPI services and deployed them to on-premises infrastructure
Get In Touch
I'm always interested in new opportunities and collaborations. Feel free to reach out!