AI Agent Engineer & Business Planning Assistant · Enterprise AI Agents · LLMs & RAG
My work sits at the intersection of enterprise AI, software engineering, and manufacturing operations. I design and build AI agent systems that bring together LLMs and Retrieval-Augmented Generation (RAG), workflow automation, and AI-driven decision support. My earlier work focused on NLP and LLM research, alongside contributions to large-scale web applications.
I work across the stack—from responsive, detail-oriented interfaces to reliable back-end services—with hands-on experience in database and API design, data pipelines, and containerized deployment.
I care about building systems that are fast, maintainable, and thoughtfully designed for the people who use them—technically dependable without feeling technical to use.
- Enterprise AI agent architecture and application development
- LLM and RAG systems that connect knowledge with business workflows
- Automation and data-driven decision support for manufacturing operations
- Reliable full-stack software from interface to deployment
| Project | What it does | Core stack |
|---|---|---|
| StreamX — Movie Recommender | A personalized recommendation system with an end-to-end training, evaluation and web application workflow. | Python, Matrix Factorization, TextCNN, Next.js, Django |
| Intelligent Rail Incident Classifier Company Internal · 2025 |
A hierarchical NLP system that classifies railway incident logs across multiple structured label levels, backed by a complete training and evaluation pipeline. | Python, DeBERTa-v3, Hierarchical Learning, Fine-tuning, NLP |
| Rail Spatial-temporal Analyzer Company Internal · 2025 |
A desktop application that transforms raw train telemetry into readable space-time diagrams for analyzing activity by date and rail corridor. | Python, PyQt, NumPy, Pandas, Matplotlib |
| Real-time Pose Estimation | Tracks body keypoints from a live camera feed and provides immediate feedback on movement accuracy. | Python, MoveNet, OpenCV, PyTorch, TensorFlow |
| King of Bots | A real-time strategy game with synchronized matches and authenticated sessions. | Java, Spring Boot, Vue 3, WebSocket, JWT |
AI and Machine Learning
Languages
Application Development
Databases and Data
Infrastructure and Tools
- Tech writing and product teardowns
- Games and interaction design
- Formula 1 race weekends
- Films, series and documentaries
- Photography and video
I'm always happy to connect and exchange ideas about LLM applications, intelligent manufacturing and software engineering.
Portfolio · LinkedIn · GitHub · Gmail · 163 Mail
No matter what your dream is, you have to dedicate yourself entirely to it.
— Ayrton Senna