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kostiantyn makoidKM
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kostiantyn makoid

@kostiantynmakoid

AI Platform Engineer at ViyarTech who built a centralized LLM gateway and GraphRAG code intelligence for a legacy ERP.

Ukraine
Message

At ViyarTech, I built a centralized LLM gateway that manages provider credentials, service-level keys, budgets, rate limits, and cost attribution. I also migrated internal AI services onto it and introduced centralized logging, metrics, and alerting.

For a legacy ERP codebase, I built GraphRAG code intelligence using a custom Kotlin and ANTLR4 parser, a call graph, and vector search. I also developed production AI services for documentation audits, a 3D product configurator, regulatory classification, and knowledge-base retrieval.

Through Project Verba and freelance work, I build agents and RAG systems for business-process automation and client needs. My personal product, Celmis, is a local-first code intelligence system with multi-repository question answering, cited results, and a multi-agent pull-request reviewer.

Experience

Work history, roles, and key accomplishments

VI
Current

Machine Learning / AI Platform Engineer

ViyarTech

Dec 2025 - Present (10 months)

Designed and built a centralized LLM gateway, migrated the internal AI service fleet onto it, and introduced centralized logging, metrics, and alerting. Built graph-augmented retrieval over a legacy ERP codebase and deployed several domain AI services in production.

PV
Current

Co-Founder / ML Engineer

Project Verba

Jul 2025 - Present (1 year 3 months)

Build intelligent agents and RAG systems for business-process automation and consulting delivery. Advise on solution architecture and cloud infrastructure for reliability and scale.

Education

Degrees, certifications, and relevant coursework

National Aviation University logoNU

National Aviation University

Bachelor of Science, Software Engineering

2023 -

Pursuing a B.Sc. in Software Engineering, expected to graduate in June 2027.

Stanford University logoSU

Stanford University

CS231n: Deep Learning for Computer Vision, Computer Science

Completed the CS231n course on deep learning for computer vision.

Columbia Engineering logoCE

Columbia Engineering

Decision Making and Reinforcement Learning, Reinforcement Learning

Completed a course on decision making and reinforcement learning.

LlamaIndex logoLL

LlamaIndex

Building Agentic Workflows with LlamaIndex, Agentic Workflows

Completed a course on building agentic workflows with LlamaIndex.

LangChain logoLA

LangChain

Multi-Agent Systems with LangGraph, Multi-Agent Systems

Completed a course on multi-agent systems with LangGraph.

DataCamp logoDA

DataCamp

RLHF, Reinforcement Learning

Completed a course on reinforcement learning from human feedback (RLHF).

DeepLearning.AI logoDE

DeepLearning.AI

Deep Learning Specialization, Deep Learning

Completed the Deep Learning Specialization.

DeepLearning.AI logoDE

DeepLearning.AI

Multivector Image Retrieval, Image Retrieval

Completed a course on multivector image retrieval.

Hugging Face logoHF

Hugging Face

AI Agents with Hugging Face smolagents, AI Agents

Completed a course on AI agents with Hugging Face smolagents.

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