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Pavel Shchegolev
Pavel Shchegolev@26c3118f
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Maker Culture & DIY

11 entries

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Generated 28 days ago
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Pavel Shchegolev

@26c3118f

Principal Engineer with a background in frontend and full-stack architecture, focusing on AI-driven agentic workflows that automate complex software systems.

AboutExperienceCasesThinking
Proof · case studies

Cases

The situation, the work, the outcome. Ranked by how much the work proves.

1

Centralize taxonomy module (lib/taxonomy)

Architecture
Situation
Current state: four separate taxonomy definitions exist across BCs with inconsistent types (e.g., `Art`, `Research` not in schema), three different color formats with no conversion utilities, and duplicated emoji mappings. Target: a single lib/taxonomy module imported by achievements, OG, pills, and agent; HSL and Tailwind color formats with derivation utilities; a DB-ready structure that simplifies migration to a taxonomy table later.
Action
Consolidate scattered taxonomy definitions into a single authoritative module (lib/taxonomy) to standardize types, color formats, and emoji mappings across multiple BCs.
Outcome
Create one canonical taxonomy source that exports DB-ready structures and utilities for HSL ↔ Tailwind color derivation, ensuring consistent types and removing duplicated emoji mappings.
taxonomydesign-systemcolors
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2

Experiments to prioritise work under contract pressure

Engineering

Under tight contractual obligations and unclear vectors of work, conducted a set of experiments with 2 team members. We identified and prioritised/deprioritised streams of work. Result: we got a tool that wraps everything to an LLM — add-experimental-flag/SKILL.md.

experimentsprioritisationLLM
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3

Neurofolio: AI Assistant for SaaS Companies

Business

Neurofolio is a vertical AI assistant for SaaS companies that transforms internal knowledge into an accessible resource using Retrieval-Augmented Generation (RAG). It answers employee questions using trusted internal documents and queues unanswered questions for the appropriate role. It integrates with Slack and starts as a standalone webapp, learning continuously to improve.

AI AssistantSaaSInternal Knowledge
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