Engineering studio & consulting
We build backend architectures, distributed pipelines, and production AI systems.
BioStream is an independent engineering consultancy. We design reliable cloud infrastructure, low-latency APIs, and deterministic LLM/RAG pipelines for data-heavy platforms—with specialized experience in high-integrity healthcare and telemetry systems.
Core Services
Architecture & ExecutionBackend Engineering
High-throughput REST/gRPC microservices, scalable database schemas, and background job queues built in Python and .NET 8.
Applied AI & RAG
Semantic search engines, hybrid retrieval using pgvector, agentic orchestration, and strict schema-validated model outputs.
Healthcare & Telemetry
Stream ingestion engines for physiological sensor data, medical document parsers, and zero-trust audit compliance.
Reference System
Case Study: Telemetry & Intelligence EngineA modular backend designed for high-frequency biomedical data ingestion, combined with hybrid vector search for real-time diagnostic retrieval.