NeuralPath

NeuralPath is an AI engineering firm established by former researchers from IBM. Located in Southeast Europe, we specialize in transforming proofs of concept into production-ready machine-learning systems in just weeks. Our team of 60 professionals covers data ingestion, feature engineering, model development, LLM fine-tuning, retrieval-augmented generation, MLOps, and cloud operations on AWS, Azure, and GCP. Each project team is composed of data and ML engineers, DevOps specialists, and a delivery lead who provides weekly updates on project scope and budget. Projects begin with a two-week discovery phase to establish KPIs and constraints, followed by biweekly development cycles. Our coding practices include version control, testing, and integration with a model registry, with promotion contingent on performance, fairness, and security standards. The handover process includes dashboards, runbooks, and cost documentation. Compliance is integral to our operations, featuring encryption, audit logs, and role-based access control that satisfy regulations in finance, healthcare, and retail. We primarily use open-source technologies—such as PyTorch, TensorFlow, HuggingFace, Kubernetes, and Kafka—and incorporate managed cloud tools when they are cost-effective. Our Southeast European location allows us to maintain day rates that are 30–40% lower than Bay Area standards, all while adhering to the rigor expected of large tech firms. Notable achievements include: in retail, implementing an anomaly detection system that reduced fraud by 24% on 50,000 events per second; in banking, creating an explainable credit scoring system that cut loan approval times from five days to thirty minutes; and in health tech, launching a HIPAA assistant four months ahead of schedule, facilitating a Series B funding round. Our core services encompass AI roadmapping and architecture, data pipelines and feature stores, ML and GenAI engineering, MLOps and cloud deployment, and managed model operations. Whether you need temporary AI experts or a complete project build, NeuralPath provides seasoned expertise, effective communication, and reliable timelines to help businesses deliver dependable AI solutions quickly and affordably.