Applied AI Consulting Services
🚀 AI Implementation
Building AI that works in production—scalable, efficient, and aligned with your needs.
- Architecting end-to-end AI systems
- Developing RAG systems with custom knowledge bases
- Building AI agents with specialized capabilities
- Optimizing LLM prompts and fine-tuning models
- Implementing monitoring and observability for AI performance
🔍 AI Evaluation
Ensure reliability, accuracy, and efficiency in your AI systems.
- Benchmarking LLM performance across providers
- Testing agent behavior, reliability, and decision-making
- Measuring RAG accuracy and relevance
- Implementing automated evaluation pipelines
- Creating custom evaluation metrics tailored to your use case
🎓 AI Upskilling
Equip your team with the skills to build and maintain AI solutions.
- Training sessions on LLM fundamentals & best practices for both non-technical and technical audiences - Workshops on prompt engineering & LLM best practices
- Hands-on support for AI implementation & troubleshooting
- Code reviews & architecture consultation
- Building internal documentation & AI playbooks
Technical Expertise
I specialize in end-to-end AI implementation with deep expertise in:
- Machine Learning: Predictive modeling, regression classification, clustering (scikit-learn, XGBoost, PyTorch)
- Large Language Models: Fine-tuning, prompt engineering, and deployment (OpenAI, AzureOpenAI, Gemini, Anthropic, open-source models)
- Retrieval-Augmented Generation (RAG): Vector databases, chunking strategies, hybrid retrievers
- AI Agents: Multi-agent architectures, planning, and tool usage
- AI Frameworks: LangChain, LangGraph, LangSmith, LiteLLM and custom orchestration
About Me
My name is Lawrence Wu and I am a Data Scientist / AI Engineer with 10+ years of experience in Generative AI, Traditional ML and Data Analytics. I can help teams:
✅ Build robust AI systems that scale
✅ Optimize AI performance & costs
✅ Implement best practices for long-term success
✅ Enable teams with the right tools & knowledge
Whether you’re starting from scratch or optimizing existing AI workflows, I’ll help you ship AI solutions that work—efficiently, reliably, and at scale.
🔹 Let’s talk about your AI challenges!
Email lawrence at doxasolutions.ai with your challenges. You can also book an appointment here.