Payment platforms, marketplaces, IoT analytics and AI systems
for startups and enterprises in fintech, healthcare, energy and automotive
Custom Rust software that runs ONNX models on AMD GPUs through WSL/ROCm, splitting a local RAG workload across a discrete and an integrated GPU so search stays available while indexing runs.
An MCP platform with a dedicated test framework for tool quality and a bridge that lets local models on Ollama, ONNX and vLLM use sandboxed files, GraphRAG and code-RAG tools - up to 10x higher task effectiveness with models up to 32 GB.
A code-intelligence platform combining LLM-generated semantic descriptions, Qdrant vector retrieval, PostgreSQL full-text search and Neo4j dependency graphs - so developers and AI agents can search large codebases by meaning, identifiers, call hierarchies and architecture.
An automated reply system for private messages and comments across Facebook, Instagram and TikTok, using retrieval-augmented generation for accurate, brand-consistent responses - with one abstraction over Claude, GPT and other providers for easy switching and cost control.
Tell us about it - we will show you how we approached comparable projects and what it would take.
