A high-throughput, asynchronous backend API gateway built with FastAPI and optimized for low-latency vLLM token generation and microservice orchestration.
- Asynchronous Execution Engine: Leveraging Python's
asyncioand FastAPI to achieve a stable platform throughput of 100+ RPS under concurrent workloads. - Low-Latency Inference Pipeline: Integrated with vLLM's memory-optimized PagedAttention mechanics to minimize time-to-first-token (TTFT) and optimize GPU/CPU resource utilization.
- The Gavel Protocol: A custom-engineered, real-time self-diagnostic platform audit system that continuously measures data and validation state-drift across Semantic, Contextual, and Relational dimensions.
- Deterministic Validation DSL: Implemented a JSON-based Blueprint Domain Specific Language paired with a logic-gated junction engine to handle real-time parallel validations alongside high-throughput extraction layers.
- Core: Python, FastAPI, vLLM, Asyncio
- Infrastructure & Storage: Docker, Redis (Caching/Rate-Limiting), PostgreSQL
- Data Layer: Pydantic v2 (Validation), JSON Serialization Handlers
- Throughput: 100+ Requests Per Second (RPS)
- Concurrency: Processes 10,000 parallel workloads in under 3 minutes
- Efficiency: Features a custom memory-metering engine tracking hardware consumption per record for strict multi-tenant resource budgeting.