Engineering Profile
I am an energy infrastructure engineer with more than 20 years of experience in main gas pipeline, compressor station, industrial site facility, and underground gas storage projects.
For more than nine years, I worked on the design of pipeline systems and industrial facilities. My work then expanded to coordinating and overseeing the development of FEED and detailed design documentation, supporting construction and operations, preparing RFQs, coordinating with vendors, and managing change.
My strength is maintaining alignment among engineering decisions, documentation, and project participants’ actions. I support decision traceability, visibility into work status, and reliable information exchange among clients, design institutes, contractors, vendors, procurement, and operations.
On my own initiative, I systematically develop automation within my engineering and documentation workflows. I use Python, AI agents, and reusable agentic workflows to search and analyze documentation, prepare reports, track action items, and process technical data wherever confidentiality requirements permit. I preserve result traceability and the ability to perform engineering review: automation strengthens expertise but does not replace engineering judgment.
Three directions
Explore three directions of my work.
Work Experience
Skills & Data
My expertise lies at the intersection of Engineering Coordination, Technical Documentation, and Data Automation. The interactive graph below shows how these fields connect in my daily work — from RFQ and vendor documentation to issue tracking, reporting, and AI-assisted tools.
Core Competencies
Engineering & Design
Data & Automation
Management & Strategy
Engineering Software
- AutoCAD
- SolidWorks
- Kompas 3D
- Microsoft Office Suite
Digital Tech & Analytics
- Python (Data Science)
- Excel Power Query
- Prompt Engineering
- Big Data Visualization
Key Expertise
Projects
GitHub Activity
GitHub activity will appear soon
Tools I use at work
Created for my engineering tasks and used in my work: meeting protocols, reporting, documentation, and trend analysis.
Meeting Protocol Tracker (MPT)
An internal system for managing meeting protocols, engineering issues, and action items. It provides organization-based filtering, discussion history, responsibility and status tracking, and automated XLSX reporting. The repository contains the source code; no public application instance or operational data is available.
- Python
- Django
- Issue Tracking
- Action Items
- XLSX Reporting
TOiR Reporting Automation
A Python tool for preparing technical reports, index folders, and transmittals. It fills Excel templates, groups project documentation, and creates ZIP archives.
- Python
- Pandas
- OpenPyXL
- Automation
TOiR Documentation Dispatcher
A Python utility that distributes incoming project PDF reports into target directories, transliterates filenames, records operations in JSONL logs, and provides a Tkinter interface for monitoring the workflow.
- Python
- Tkinter
- JSONL
- Automation
Interactive Trend Visualization
A Python/Dash tool for analyzing HVAC trend data exported from SCADA systems. It converts CSV and Excel measurements into interactive multi-signal charts, helping engineers compare equipment behavior, identify dependencies, and investigate anomalies.
- Python
- Dash
- Plotly
- Pandas
Interactive demo: Action Register
Action Register
A bilingual web app for tracking team actions, deadlines and outcomes. Managers review progress and accept completed work; registrars maintain records; employees see their assigned tasks. Includes a table, a drag-and-drop board, comments and email-to-draft import.
- JavaScript
- Node.js
- Cloudflare Workers
- D1
- Workflow UX
- EN / RU
Articles & Notes
Knowledge Base & Medium
Articles & Notes
Practical materials on engineering automation, working with AI agents, documentation workflows, and professional development.
Notes and guides
AI guides and engineering notes
Infographics, AI guides, and working notes that help structure engineering automation, agent workflows, and practical ways of working with AI.
Articles
AI-Assisted Engineering Review
Engineering Process Animation for EPC Presentations
A bilingual, 24-second visual note about AI-assisted review of vendor documentation. Within EPC, AI classifies documents, checks requirements, identifies inconsistencies, prepares initial comments, and consolidates feedback from the design institute and client. EPC reviews the result and issues the reply to the vendor.
AI Safety & Agents
The OpenAI × Hugging Face Incident: An Agent Action Map
An interactive forensic reconstruction of how isolated agents built a covert message board, coordinated reward-hacking research, and escalated into an attack on Hugging Face infrastructure.
AI & Architecture
From Idea to Concept Site in Hours: AI and Early Architectural Presentation
How AI can turn an early architectural idea into a presentable digital pitch with images, video, narrative structure, and a shareable website.
Automation
How We Tamed `.pdf` and Saved Hours of Busywork
A practical story about replacing manual PDF folder handling with a Python conveyor, structured logs, flexible paths, and operator-friendly automation.
Career Frameworks
IT levels, what L0-L11 levels are hiding in large companies
A compact explanation of engineering career levels, responsibilities, impact, compensation ranges, and what usually signals readiness for the next step.