APPLIED ARTIFICIAL INTELLIGENCE
Custom LLM Engineering: Domain Models That Perform.
Generic models lack your company's proprietary nuance. MELOS fine-tunes, quantizes, and deploys private open-weights models (Llama 3, Mistral, DeepSeek) inside your secure infrastructure with zero data leakage.
Domain Data Curations
Hygiene, synthetic dataset generation, and deduplication of your internal technical documentation and transactional records.
LoRA & QLoRA Fine-Tuning
Parameter-efficient fine-tuning adapting models to your industry vocabulary, legal constraints, and deterministic outputs.
Private VPC Inference
Self-hosted vLLM and TensorRT-LLM runtimes deployed in your AWS/GCP virtual private cloud for maximum privacy and cost efficiency.