LLM & RAG Consulting for Real-World Products
Stop building demos. Start shipping production-grade AI applications. Specializing in OpenAI, Anthropic, Gemini, and complex RAG architectures that actually work.
Core Stack Expertise
How I Can Help
Turning generative AI hype into reliable, scalable software infrastructure.
LLM App Architecture
- Scalable backend design
- Streaming & async handling
- Low latency optimization
Advanced RAG
- Hybrid search & reranking
- Context window management
- Citation & sourcing
Eval & Guardrails
- Automated evaluation
- Safety & PII filtering
- Hallucination reduction
Model Strategy
- Model selection (Open vs Closed)
- Fine-tuning vs Prompting
- Cost optimization analysis
End-to-End RAG Pipelines
I don't just use standard libraries. I build robust pipelines that handle complex data ingestion, smart chunking, hybrid retrieval strategies, and post-retrieval reranking.
My systems include feedback loops and monitoring to ensure answers remain accurate over time.
Recent Work
Solving real business problems with LLMs, not just demos.
Support Copilot
Fine-tuned LLM system to assist agents with draft responses and policy lookup.
+25% Improvement in CSAT
Reduced handle time by 30%
Internal Knowledge Search
RAG system over 50k+ internal documents with citation and source linking.
92% Retrieval Accuracy
Replaced legacy keyword search
Compliance Assistant
Chatbot with strict guardrails, PII masking, and full audit logging.
0% PII Leakage
Passed 3rd party security audit
About Morty Morty
I am a senior AI Engineer focused on the practical application of Large Language Models. Unlike many who just prompt engineering, I bring a systems thinking approach to AI.
I help companies move from "cool demo" to "reliable product" by addressing the hard problems: latency, cost, evaluation, and non-deterministic behavior. I have a proven track record of shipping AI features that users actually trust.
The Toolbox
Models & APIs
Engineering
Infrastructure
"Morty helped us reduce our LLM costs by 40% while actually improving response quality. His knowledge of prompt engineering is next level."
"The RAG pipeline Morty built for our internal docs is incredibly fast and accurate. Our support team uses it daily."
Let's Talk AI
Ready to build something real? I'm currently accepting new projects.
Engagement Types
- • Strategic Advisory
- • MVP Build / Prototyping
- • System Audit & Optimization