AI Engineer | Software Engineer
Hi :)
I'm Dylan, an engineer focused on AI systems, building e2e production software across agentic workflows, RAG pipelines, and scalable backend infrastructure.
Projects
Multi-Agent Orchestrator
A LangGraph-based system that coordinates specialized agents to plan, research and execute long-running tasks with shared memory.
RAG Knowledge Base
Production retrieval-augmented generation pipeline with hybrid search, re-ranking and evaluation harnesses for grounded answers.
LLM Fine-Tuning Toolkit
Reproducible fine-tuning workflows with dataset curation, LoRA training and automated regression tests via pytest.
Experience
- 2024 — Present
AI Engineer · Independent / Freelance
Designing agentic systems, RAG pipelines and evaluation tooling. Shipping reliable LLM features from prototype to production.
- 2022 — 2024
Software Engineer · Backend & Platforms
Built backend services, APIs and data pipelines with a focus on correctness, testing and maintainable systems.
- 2020 — 2022
Software Engineer · Early career
Worked across the stack, learned systems programming in C++ and scripting with Lua, and grew into backend ownership.
Stack
Applied
- RAG
- Agents
- Multi-agent
- Prompt Engineering
- LLMOps
- Local AI
- Fine-tuning
- Architecture Design
- Production-ready Code
- Monitoring / Logging
- Testing
- DevOps
- Databases
Tools & Frameworks
- LangGraph
- LangChain
- LangSmith
- LangServe
- Hugging Face
- PyTorch
- TensorFlow
- Vector DB
- FastAPI
- Redis
- Docker
- Kubernetes
- AWS
- Git & GitHub CI/CD
- PyTest
Languages
- Python
- C++
- Lua
- PostgreSQL
Contact
Have a project in mind or just want to say hi? Send a message and I'll get back to you.