Senior AI Engineer building production-grade agentic systems, RAG pipelines, and fine-tuned inference infrastructure.

Focused on deployable LLM applications, vector search, and scalable backend AI systems for financial and data-intensive use cases.

Currently building AI systems across agent orchestration, retrieval, inference, and production deployment.

• Founder / Senior AI Engineer at Exta Labs
• Former Founder at Perfeqt
• Previously built products across SaaS, logistics, marketplaces, wellness and e-commerce

• Agentic workflows and multi-agent orchestration
• RAG systems, vector search, and reranking
• Fine-tuning, evaluation, and inference for domain-specific LLM systems
• Production backend systems for financial and data-intensive applications

• Agentic Hedge Fund
  AI-native multi-agent research assistant for generating stock trade ideas from a single prompt.

  Tech: Python, LangChain, LangGraph, FastAPI, Next.js, Qdrant, LlamaIndex, Langfuse, DeepEval, Docker, Google Cloud Run

• Fine-Tuning & Inference for Financial LLM Systems
  Fine-tuning Qwen and reranking models for financial document retrieval from SEC filings and earnings calls.

  Tech: Python, Transformers, PEFT, Qwen, QLora, Unsloth, HuggingFace, Runpod

• orderbook
  Earlier limit order book implementation exploring market microstructure mechanics.

  Tech: TypeScript, React-Native

• nintendo_app
  Legacy Java portfolio app from earlier mobile development experiments.

  Tech: JavaScript, React-Native

• Biking and going to the gym when I’m not coding
• AI enthusiast, always testing new tools and using AI tools to work more in parallel.

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