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dmitrii-fediuk/readme.md

πŸ”Έ 536 completed projects on Upwork
πŸ”Έ GitHub: 47K+ public commits, 248 repos
πŸ”Έ 26 years of experience
πŸ”Έ Certified IQ 145
πŸ”Έ Magento (Adobe Commerce): top 10 worldwide, 129 open source modules
πŸ”Έ πŸπŸ’ certifications validated by Credly
πŸ”Έ πŸ—πŸ” items in my Upwork portfolio
πŸ”Έ Master of Science in Computer Science and Mathematics, specializing in AI
πŸ”Έ AI / My methodology
πŸ”… I avoid natural language queries to LLMs.
Instead, I have developed my own formal language to construct ontologies and execute subsequent ontology-based queries to LLMs.
This language is based on the principles of mathematical logic and draws upon the extensive history of knowledge representation languages: Description Logics, OWL (Web Ontology Language), RDFS (RDF Schema), SKOS, Common Logic, Conceptual Graphs, OBO (Open Biomedical Ontologies) Format, CycL, KL-ONE, KIF (Knowledge Interchange Format), F-Logic (Frame Logic).
πŸ”… Thus, my first step in solving any AI task is constructing an ontology (a domain model) in my formal language.
This rigorous process typically requires hours (and sometimes days).
πŸ”… Once the ontology is constructed, I query the LLM using my formal language, attaching both the language specification and the ontology.
This methodology makes the AI's reasoning ferociously powerful: it accurately captures the essence of the task and discards unproductive hypotheses faster, directing the reasoning process towards the most promising ones.
I always use the most powerful publicly available AIs, regardless of their price; consequently, their context windows and computational resources are sufficient to process such complex queries.
πŸ”Έ AI / My current models (September 2025)
As of today, the most powerful publicly available AI is Gemini 2.5 Deep Think.
I use 5 parallel Gemini AI Ultra accounts (totaling $1250/mo).
Thus, I have access to 50 queries to Deep Think per day, which makes it my primary tool.
I also maintain subscriptions to the most expensive AIs from the other 3 major providers, which I use for cross-validation: OpenAI o5 Pro ($240/mo), Claude 4.1 Opus ($240/mo), SuperGrok 4 Heavy ($360/mo).
πŸ”Έ Language
I can communicate with you in your native language at a native professional level because I have developed my own multi-stage AI-based translation pipeline that integrates the subject domain, project context, and preceding dialogue.
πŸ”Έ Lifestyle
πŸ”… I sleep 9-10 hours daily, without exceptions. Deep and prolonged sleep is the foundation for maintaining my cognitive function, health, and daytime performance.
πŸ”… I dedicate 2 hours to physical training daily, without exceptions: 1 hour before work and 1 hour after work.
Training before work promotes my high performance throughout the day.
Training after work promotes my deep and healthy sleep.
πŸ”… In addition to each training, I always take ice baths.
πŸ”… I take 20+ daily to boost my cognitive function and general healt (Ξ±-lipoic acid, N-acetylcysteine + glycine (GlyNAC), Acetyl-L-carnitine, DMAE, Astragalus mongholicus + TA-65, Ubiquinol, Hericium erinaceus, Cordyceps militaris, Lingzhi, Rhodiola rosea, Bacopa monnieri, Berberine, Ginkgo biloba, Centella asiatica, Panax ginseng, Matcha, Chaga + Betula pendula bark, Omega-3 + Cod liver oil, Salvia officinalis, Spermidine, Shiitake, Shilajit).
πŸ”… I eat only what fuels my maximum performance: nuts, greens, fish oil, vegetables, berries, seeds, dairy products.
I do not eat products with added sugar, meat, flour-based products, fried foods, fast food, or other junk food.
I intentionally moved to TΓΌrkiye for year-round access to supremely fresh, high-quality produce.
πŸ”Έ Workspace
πŸ”… High-end workstation with 3 large monitors
πŸ”… Distraction-free environment:
- Complete soundproofing
- All notifications (pop-ups, sound alerts) on my workstation are disabled
- My phone is always silent
πŸ”… Top-tier and custom-fitted ergonomic chair
πŸ”… Perfectly balanced air conditioning and ventilation
πŸ”… Panoramic view of the Sea of Marmara and excellent sea air quality
πŸ”Έ My primary Magento project is mage2pro/core: a unique middleware that bridges the gap between the out-of-box Magento / Adobe Commerce software and the needs of real-world information systems.
It is the main result of my work with Magento / Adobe Commerce for 15 years, since 2010.
πŸ”Έ My Magento modules:
β €β €β €β €πŸ”… 129 open source
β €β €β €β €πŸ”… 61 reusable
β €β €β €β €πŸ”… 68 bespoke
β €β €β €β €πŸ”… 26 payment
πŸ”Έ My publications:
β €β €β €β €πŸ”… df.tips?order=views
β €β €β €β €πŸ”… mage2.pro?order=views
β €β €β €β €πŸ”… dmitry.ai?order=views

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  1. mage2pro/core mage2pro/core Public

    A unique middleware that bridges the gap between the out-of-box Magento / Adobe Commerce software and the needs of real-world information systems

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