I start from the user problem, make the system inspectable, and avoid hiding weak evidence behind big language.
About / Career Narrative
I build AI systems that survive contact with users.
I am Somay Kousis, an AI engineer focused on agentic systems, retrieval workflows, and product-grade implementation. My strongest work sits where model behavior, state design, and user experience have to agree.
Agentic workflows, RAG flows, semantic matching, and deployment-ready product systems.
Available for AI/ML engineering opportunities and continuing to build applied AI systems in public.
Role fit
Where I make sense.
01
Applied AI engineering roles where agentic workflows, retrieval, and product implementation overlap.
02
Teams that need someone comfortable moving from messy context or vague product intent into a working system.
03
Early-stage environments where modeling judgment, interface clarity, and shipping discipline all matter.
Agentic AI
LangGraphAgentic SystemsMCPHITLState Schema ConstraintsOllama
Applied AI / RAG
CRAG / SRAGJina RerankerHybrid SearchVector Search (Pinecone/Chroma)Memory SystemsDSPy Evaluation
Product Systems
FastAPINext.js 15 / React 19Multi-Container DockerSupabase & RenderExpress / NodeAPI Design
For the quickest evaluation, review the project case studies first, then cross-check the linked repositories.
somaykaush@gmail.com