Yamix delivers production-grade AI — LLMs, multimodal agents, real-time automation — for enterprises who need AI that actually ships, scales, and performs.
From data pipelines to deployed models — we own the full lifecycle so you don't have to stitch together vendors.
Supervised Fine-Tuning (SFT), RLHF, GRPO, and DAPO pipelines to shape model behavior, tone, and domain expertise for your specific use case.
Multi-step reasoning agents with tool use, memory, and MCP integration — automating complex enterprise workflows end-to-end.
Vision, audio, language, and structured data fused into unified intelligence — for real-time monitoring, analysis, and decision-making.
EHR-integrated clinical decision support, medical NLP, and HIPAA-aware AI agents — grounded in evidence-based guidelines (NCCN, CSCO, ESMO).
Production ML systems with sub-second latency — distributed training, model serving, monitoring, and scalable data pipelines.
Full-duplex voice pipelines with custom TTS/ASR, streaming LLM inference, and Voice MoE architectures for intelligent call automation.
Multi-agent CDSS for cancer treatment recommendations, grounded in NCCN/CSCO/ESMO/CACA guidelines and integrated with live EHR data. Features GraphRAG over clinical literature, Milvus-powered semantic retrieval, and FastAPI serving layer.
Fully automated voice-in/voice-out call center with a custom 47M-parameter Voice MoE model (ConvNeXt + HiFiGAN + FSQ quantization). Full-duplex streaming ASR-LLM-TTS pipeline trained on multiple H20 GPUs. DualARTransformer architecture.
Real-time multimodal AI monitoring system using CLIP-based MoE architecture fusing video, audio, and GPS data to detect distraction and fatigue. Live voice alerts and edge deployment with Qwen3-0.6B.
RLHF/GRPO/DAPO preference optimization pipeline to train chatbot models with distinct personality profiles ("cool", "sweet") using MoE reward architectures. Production deployment with function calling and MCP integration.
Intelligent trainer/examiner/assistant agents using Llama3/Phi3 with LangChain and Unreal Engine digital avatars — creating immersive, multi-role AI-powered training experiences.
Yamix LLC is a Palo Alto-based AI engineering firm. Our team brings deep expertise across LLM systems, multimodal architectures, and enterprise-scale ML infrastructure — with decades of combined experience shipping AI that runs in production.
We don't do proof-of-concepts. We build AI that holds up under real load, integrates into real systems, and delivers measurable business outcomes — from 40M-customer risk platforms to real-time clinical decision support.
Headquartered in Palo Alto, CA. Serving clients globally.
EHR-integrated decision support, clinical NLP, HIPAA-compliant systems
Sub-second ML decisioning at 40M+ customer scale
Real-time driver monitoring with vision, audio & GPS fusion
End-to-end intelligent automation for complex operations
Full-duplex voice agents, custom ASR/TTS, call center automation
Whether you need an LLM fine-tuned for your domain, an agentic automation platform, or a clinical AI system — let's talk about what you're building.
contact@yamix.llc