Fedir Fed Skitsko
Hands-On Software Architect | Building VLLM Inference Pipelines & GraphRAG Systems | Python, Ray [Serve, Data], Kubernetes, Neo4j, TypeScript Stack
- Role
- Founding Software Architect at AZX
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Fedir Fed Skitsko
As Principal Software Engineer at AstrumU®, I bring over seven years of experience architecting and scaling enterprise-grade AI systems that drive innovation in workforce development. My work focuses on designing Kubernetes-based infrastructure for LLM inference, leveraging technologies like VLLM and Ray Serve to optimize GPU performance and enable dynamic batching. I recently spearheaded the development of GraphRAG, an architecture that integrates Neo4j knowledge graphs with vector embeddings, empowering AI systems with advanced multi-hop reasoning capabilities. My technical expertise spans cloud infrastructure, data platforms, and AI/ML ecosystems, including Databricks, Kafka, and DuckDB. Working closely with cross-functional teams, I prioritize security-compliant, scalable solutions on Azure. Passionate about real-world impact, I aim to create AI-driven systems that enhance economic opportunities through personalized and contextually aware user experiences.
Experience
Founding Software Architect
Aug 2025 — Present · Seattle, WA, US
Architecting next-generation AI systems at the intersection of energy, climate, and advanced analytics. Leading technical design and implementation of agentic workflows that integrate large language models, analytical ML, and digital twins to deliver transformative impact for clients in utilities, energy transition, and decarbonization.
Education
Kiev National Economic University
Faculty, Computer and Information Technologies; System Programming
2006 — 2010
Kiev Computer Academy "Step
Bachelor of Science (BS), Computer Engineering
2003 — 2005
Kiev Svyatoshinsky district classical gymnasium
BS, Humanities/Humanistic Studies
1999 — 2008
O.M. Beketov National University of Urban Economy in Kharkiv
Doctor of Philosophy - PhD, Computer Science
O.M. Beketov National University of Urban Economy in Kharkiv
Master of Engineering - MEng, Automation Engineer Technology/Technician
Skills
- Html5
- Ios
- Sqlite
- Symfony
- Ruby on Rails
- Cocoa
- Oop
- Facebook Api
- Xcode
- React
- Xml
- Php
- Design Patterns
- Mvc
- Git
- Object-Oriented Programming (Oop)
- Jira
- Cocos2d
- Mobile Applications
- Ipad
- Memcached
- Cocoa Touch
- Node.js
- Subversion
- Test Driven Development
- Wordpress
- Mysql
- Object Oriented Design
- Magento
- Ajax
- Web Development
- Swift
- Jquery
- Javascript
- Html 5
- Ios Development
- Apache
- Jquery Mobile
- Postgresql
- Smarty
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