Building scalable systems for the future.
Architecting enterprise-grade agentic systems that go far beyond simple wrappers. Building scalable, multi-agent orchestrations designed for production reliability and complex tool-calling.
Scalable agentic systems & deep engineering.
AI Orchestration & Agentic Design
- Multi-agent systems with complex task loops and tool-calling.
- Custom SSE token-streaming and hybrid execution models.
- Prompt & tool engineering for ambiguous enterprise environments.
LLM Engineering & Integration
- Custom LLM wrappers (Azure/Mistral) for production reliability.
- Token optimization and response stabilization strategies.
- Observability through translation of AI events to structured logs.
Architectural Maturity
- Clean Architecture: decoupling orchestrators from implementation.
- Defensive design anticipating non-deterministic model failures.
- Complex multi-module Gradle/Kotlin ecosystems management.
Scalable systems built for production.
Agentic System (MWA)
ProductionArchitected an agentic system using Google ADK and Azure AI Foundry with custom SSE streaming and multi-turn tool-calling.
LLM Enterprise Wrappers
CompletedCustom wrappers adapting LangChain4j to Mistral endpoints with deep JSON-Schema and protocol stabilization.
Real-Time Communication
ProductionBuilt a production-grade communication backend handling messaging and real-time interactions using gRPC
Recent thoughts.
Focused on scalable agentic systems.
Enterprise AI Systems
Building robust LLM gateways and custom wrappers for enterprise-grade Mistral and Azure endpoints.
Agentic Orchestration
Developing multi-agent systems using Google ADK with complex tool-calling and memory management.
SSE Streaming Engines
Optimizing real-time token streaming for smooth UI interactions in high-concurrency environments.