const me = {
role: "forward-deployed engineer",
work: ["ops discovery", "automation", "agents"],
based: "Tbilisi (GMT+4)",
status: "open to forward-deployed roles"
};
Classifies every call-centre call, extracts verbatim evidence, tracks promises to closure. Ambiguous cases escalate to a human.
AI commercial intelligence platform. Shared data model and agent layer reused across client deployments.
Config-driven schema for a multi-module operations platform: orders, dispatch, fleet, billing, pricing.
Forecasts stockout risk and reorder timing across the product range, cutting overstock and stockouts together.
[method]
Embed with ops teams, find the work still running on spreadsheets and inboxes, ship the systems that replace it. Discovery, build and deploy are one job. I own whether it works, not whether it shipped.[experience]
Meama, Forward-Deployed Engineer, 09.2025 - Present Discovery across commercial, sales, call-centre and warehouse teams. ERP and commerce integrations, LLM systems over calls and documents, agent orchestration for pricing and inventory decisions. PRMTR, Co-founder and CTO, 2025 - Present AI commercial intelligence platform. Shared data model and agent layer across client deployments. ARCI Engineering Hub, AI and Data Specialist, 08.2026 - Present[research]
Thesis with Prof. Walter Tichy (KIT): why LLM agents fail to repair constraint violations mid-episode, and what lets them recover. Georgian word-level spellchecker, a first for Georgian. Dataset built from scratch, seq2seq trained end to end.[education]
Kutaisi International University, B.Sc. Computer Science, 2023 - 2027 100% National and State Scholarship, top 100 in national exams, University Stipend. Student Tutor, Computer Architecture and Lab.Python, TypeScript, FastAPI, PostgreSQL, Supabase, REST APIs, webhooks, Shopify and ERP integrations, AWS, Docker, Git, CI/CD.
LangGraph, LangChain, Anthropic and OpenAI APIs, tool use, multi-agent orchestration, RAG and vector databases, extraction and classification over unstructured data.
Claude Code and agentic coding tools as a core part of how I ship.
PyTorch, scikit-learn, Pandas, NumPy, forecasting and demand segmentation, gradient boosting, ETL pipelines.
Georgian native, English fluent.