JobSearch.exe — Mykola Riabets's CV

readme.txt

This document is being assembled in public.

Last updated: 18 May 2026. The git history is part of the document — each commit is an iteration on how I think about my own work.

To navigate, click any file in the left pane, or use the Go menu.

About

This section will be assembled last — it summarises the rest.

Right now

Current role narrative being drafted from a working interview. Will land here as a process-observation case study.

Currently building

JobSearch.exe — my own job-search infrastructure, built in public

Self-initiated · live · source: github.com/rialai/riabets-com

While looking for an ERP / Business Analyst role in Dublin I’m building the search tooling itself, in the open, as a working demonstration of how I think about problems end-to-end.

This page is a CV-in-progress — every section lands as a public git commit. The commit log is part of the document; it shows the iteration, not just the result.
JobSearch.exe — Bot dashboard is the operations view of the companion bot: discovered postings, relevance scores, draft cover letters, run logs, status LED.
Discovery bot (~/job-bot) — Python + Playwright over CDP — crawls Irish job sources (IrishJobs, Jobs.ie, Indeed.ie, vendor partner careers, Big 4), scores each posting against my profile via Claude, drafts a personalised cover letter for high-scoring matches and forwards each one to Telegram for one-tap human approval. It never auto-applies.
Sister project: a daft.ie auto-enquiry bot, built earlier in 2026 to find a room in Dublin. Decommissioned May 2026 once it found the room. Handover bundle archived for a friend.

Stack: HTML / CSS / vanilla JS, Python, Playwright (CDP), Anthropic API (Claude), Telegram Bot API, GitHub Pages with Jekyll, launchd. Anti-bot care inherited from the daft.ie project: human pacing, key-by-key typing with React-native setter fallback, pre-click mouse arc, Cloudflare DOM + network detection, daily caps and Dublin quiet hours, exponential supervisor backoff. Isolated Chrome profile on a dedicated CDP port (9223), never colliding with the daft-bot profile.

Experience

Career history being collected, role by role, with measurable outcomes.

education\

This folder contains 2 file(s):

— Higher education, NURE Kharkiv (2010–2012, incomplete)
— Secondary education, Solonytsivka Collegium (graduated 2010)

nure.txt

Kharkiv National University of Radio Electronics (NURE)

Faculty of Electronic Engineering · Department of Physical Foundations of Electronic Engineering
Bachelor's programme — Electronic Devices and Systems (direction code 6.050802), specialisation: Technical Information Protection Systems
Cohort ЭПС-10-1 · 2010–2012 (incomplete) · Kharkiv, Ukraine

Coursework completed through Year 2:

Year 1 (2010–2011)

Humanities & social sciences

History of Ukraine
Ukrainian Language for Professional Communication
English (Year 1)
Philosophy / Cultural Studies
Life Safety Fundamentals (Health & Safety)
Physical Education

Natural sciences & general engineering

Higher Mathematics — Year 1 (Linear Algebra, Calculus I)
Physics — Year 1 (Mechanics, Thermodynamics)
General and Inorganic Chemistry
Informatics and Computing
Programming — Year 1 (Pascal / C fundamentals)
Introduction to the Speciality

Year 2 (2011–2012)

Natural sciences & general engineering

Higher Mathematics — Year 2 (Calculus II, Differential Equations)
Physics — Year 2 (Electromagnetism, Optics, Atomic Physics)
Probability Theory and Mathematical Statistics
Programming — Year 2 (C / C++, Algorithms and Data Structures)
Engineering and Computer Graphics (AutoCAD)
Applied Mechanics
English (Year 2)

Professional cycle (specialty start)

Theoretical Foundations of Electrical Engineering (ТОЕ)
Foundations of Circuit Theory
Electronics (general course)
Materials of Electronic Engineering
Foundations of Metrology and Measurement Techniques
Introduction to Technical Information Protection Systems

Humanities

Economic Theory
Sociology / Political Science
Physical Education

collegium.txt

Solonytsivka Collegium of Derhachi District Council, Kharkiv Oblast

Complete general secondary education · graduated 28 May 2010 · Kharkiv region, Ukraine
Certificate № ХА 38104645 · Headteacher: O.V. Balyuk
Overall GPA: 9.2 / 12 (≈ 7.7 / 10 international scale)

Final transcript (Ukrainian 12-point scale, 12 = highest)

Informatics: 11
Ukrainian Literature: 10
History of Ukraine: 10
World History: 10
Person & Society (Civics): 10
Physical Education: 10
Ukrainian Language: 9
World Literature: 9
English Language: 9
Biology: 9
Astronomy: 9
Life Safety Fundamentals: 9
Defence of the Motherland: 9
Algebra & Beginnings of Analysis: 8
Geometry: 8
Physics: 8
Chemistry: 8
Geography: 8
Foundations of Economics: 8

State Final Examinations

History of Ukraine: 12
Ukrainian Language: 9
English Language: 9

skills.ini

Skill manifest, work in progress. Drafted from active projects and verified background — being expanded as the CV interview continues.

; Mykola Riabets — skill configuration
; Last updated: 2026-05-18
; Loaded by: riabets.com  ::  JobSearch.exe

[BusinessProcess]
ProcessMapping           = field-to-system data flow, dysfunction analysis
MasterDataQuality        = addressing / geocoding mismatch awareness, single source of truth thinking
WarehouseManagement      = configured an SME warehouse end-to-end (layout, slotting, picking)
OrderManagement          = multi-marketplace listing automation, EDI-style integration patterns
DemandPlanning           = market-demand-driven automated procurement
CashFlowForecasting      = co-built treasury / cash-gap model with a SAP consultant
SolutionArchitecture     = decomposes any business task as a network of ERP-style nodes

[Programming]
Python                  = bot building, scraping, automation, scripting
JavaScript              = vanilla JS, DOM, Pointer Events, no framework dependencies
HTML_CSS                = retro-faithful UI, responsive, custom chrome over native
SQL_SQLite              = lightweight persistence, dedup, run-state tracking
Bash                    = CLI orchestration, scheduling glue
C_CPlusPlus_Pascal      = university foundations (NURE, 2010-2012)

[BrowserAutomation]
Playwright              = CDP-driven, isolated Chrome profiles, dedicated ports
DOM_Scraping            = CSS selectors, XPath when needed
AntiBotPatterns         = human pacing, key-by-key typing, pre-click mouse arc
CloudflareDetection     = DOM + network signal heuristics
RateGovernance          = daily caps, quiet hours, exponential supervisor backoff

[AI_LLM]
Anthropic_API           = Claude for classification, scoring, drafting cover letters
PromptDesign            = structured outputs, reliable parsing, task framing

[DevOps_Hosting]
Git_GitHub              = daily workflow, public commit history as documentation
GitHubPages_Jekyll      = static hosting, custom-domain CNAME
macOS_launchd           = scheduled jobs (in plan)
TelegramBotAPI          = approval-loop messaging (in plan)

[Foundations]
; from NURE 2010-2012 coursework
Mathematics             = Calculus I-II, Linear Algebra, Differential Equations
ProbabilityStatistics   = math-stat fundamentals
CircuitTheory_TOE       = theoretical foundations of electrical engineering
Electronics             = general electronics
Metrology               = measurement techniques
InformationSecurity     = introduction to technical info protection systems

[Languages]
Ukrainian               = native
Russian                 = native
English                 = B2 estimated — full working proficiency ; school SFE 9/12 + university English Y1-Y2

[Soft]
SystemsThinking         = sees a task and immediately models the surrounding process graph
SelfDirectedLearning    = 10+ years of digital-market work, self-taught across the stack
DocumentationDiscipline  = "the commit log is the document"
BuildInPublic           = this site and JobSearch.exe are the demo
CautiousAutomation      = slow, human-looking, reputation-aware (after the daft-bot precedent)

Projects

Being collected — pet projects illustrating the same systems-thinking applied outside the workplace.

Languages

Being collected.