10+ Years Experience | Agentic Workflows & High-Performance Systems
I am a Systems Engineer who builds production-grade software. My focus is on the "last mile" of...Read more10+ Years Experience | Agentic Workflows & High-Performance Systems
I am a Systems Engineer who builds production-grade software. My focus is on the "last mile" of engineering: taking complex concepts (AI Agents, Enterprise Fintech, Real-time Data, MCP workflows, Context Managment Systems, Advanced Memory features) and turning them into stable, fast, and secure platforms.
I don't just glue APIs together; I engineer the infrastructure that makes them work at scale. I specialize in optimizing Time-To-First-Token (TTFT) for AI apps, minimizing container footprints for microservices, and ensuring type safety across the full stack.
I operate as a vertical technical partner. I handle the entire pipeline: from the database schema and vector indexing strategies to the edge-rendered frontend and the final creative assets.
Capabilities & Engineering Approach
AI Architecture
I build stateful, agentic systems that go beyond simple request/response loops.
Agent Orchestration: Designing event-driven architectures where agents have persistent state, tool access, and reliable error handling. I focus on deterministic outputs and proper evaluation loops.
Production RAG & GraphRAG: Implementing hybrid search pipelines (dense + sparse vectors) and Knowledge Graphs to solve context drift. I handle the chunking strategies and context window management required for enterprise knowledge bases.
Multimodal Pipelines: Engineering asynchronous queues (BullMQ/Redis) to handle high-latency tasks like Image Generation (Flux/Diffusion) and Voice Synthesis without blocking the main event loop.
Modern Full-Stack Engineering
I build agnostic, distributed systems prioritizing performance and maintainability.
Frontend Performance: Expert in modern rendering patterns (ISR, SSR, Edge Rendering) across Vue/Nuxt and Next.js. I implement optimistic UI updates and strict state management using Zod/TypeScript for end-to-end type safety.
Backend Optimization: Architecting lean backends in Node.js, Go, or Python. I specialize in multi-stage Docker builds to keep containers minimal (Alpine-based) and secure.
Infrastructure as Code: Deploying distributed databases (Supabase/Postgres) with strict Row Level Security (RLS) and managing edge functions for low-latency regional access.
Enterprise-Grade Security
Compliance: Designing architectures that respect data residency (EU/GDPR). I implement logs redaction, PII scrubbing pipelines, and proper consent flows for voice/biometric data.
Integration: Handling complex OAuth 2.0 flows and legacy API mapping (Banking/ERP) with robust retry logic and circuit breakers.
Technical Stack
Core Languages: TypeScript (Strict), Python, Go, Java, PHP.
Frontend Ecosystem: Vue 3 (Composition API), Nuxt, Next.js, React, Angular, Flutter, Tailwind CSS.
AI Ops: OpenAI/Anthropic/GoogleGenAI, Local Inference (Ollama/vLLM), Vector Stores (Pinecone/Pgvector), Graph DBs (Neo4j), Custom Eval Frameworks.
Backend & Cloud: Node.js, Supabase, Docker, Fly.io, AWS Lambda, Redis, PostgreSQL.
Visual & Generative Media: Professional proficiency in Photoshop and DaVinci Resolve for high-fidelity UI assets and video generation.
Background
Languages: Fluent in English, Spanish, Dutch, and Bulgarian.
Track Record: Delivered 45+ 5-Star projects with a focus on clean architecture and documented, maintainable code.
If you need a senior engineer who understands that "modern" means fast, secure, and scalable, I'm here to help.
