PinnedInAI AdvancesbyRuben Melkonian·Apr 30LLM Deprecation and Migration Strategy: How to Adapt to Rising AI PricesPractical frameworks for navigating LLM retirement and minimizing engineering overheadA response icon3A response icon3
PinnedInILLUMINATIONbyRuben Melkonian·Apr 72026 Strategic Guide to Satellite Imagery Providers: Which Data Suits Your ML Project?A guide to selecting satellite imagery providers and data specs that match resolution and delivery method to your project.
PinnedInDataDrivenInvestorbyRuben Melkonian·Feb 27, 2025State-of-the-art models for guided depth super-resolution (GDSR)Greetings, computer vision enthusiast! In this article, you will learn about Guided depth super-resolution, a trendy topic in modern CV…A response icon1A response icon1
PinnedInTowards AIbyRuben Melkonian·Nov 29, 2025AI Cost Reduction Outlook: How to Cut Operational Expenses SmartlyAchieve significant cost savings with a four-layer AI framework that moves beyond simple automation to optimize workflows and generate…
PinnedInITNEXTbyRuben Melkonian·Dec 8, 2025How to Accurately Estimate a Data Science Project: A Step-by-Step FrameworkLearn why most data science projects fail, how to structure realistic data science project estimation, and improve performance metrics.A response icon1A response icon1
InTowards AIbyRuben Melkonian·Apr 10The Hidden Operational Costs of GenAI Products: Lifecycle, Risk, and Long-Term MaintenanceAn analysis of the economics behind Generative AI products, exploring why initial cost estimates fall short and how businesses can plan for…
InTowards AIbyRuben Melkonian·Dec 2, 2025The Difference Between Generative AI vs Traditional AIGo beyond the hype to see how AI truly works. This guide distinguishes between traditional AI and Generative AI, showing why the smartest…
Ruben Melkonian·Dec 2, 2025LLMs: Everything you need to knowAn overview of Large Language Models (LLMs), focusing on their types, differences, capabilities, and applications.
Ruben Melkonian·Sep 13, 2023How to build question answering system using LLMUtilizing Large Language Models for question-answering and other applications.
InDataDrivenInvestorbyRuben Melkonian·Jul 14, 2023How to Speed up Drone Navigation System Development with SimulatorThe Challenge: the call for drone autonomy
