Author Archives: oghablogadmin

The State of AI

Part I – The Model Landscape: The Frontier of Reasoning By Bhanu Nallagonda, Cofounder, Ogha Technologies March ‘26 The relentless march of model performance continued in 2026, but the metric of success shifted irrevocably. In previous years, the vibe of a model was its fluency, creativity and the ability to hold a conversation was the …

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The State of AI – Fears, Opportunities and the Promise

By Bhanu Nallagonda, Cofounder, Ogha Technologies March ‘26 The Age of Autonomy, The Infrastructure of Gigawatts and The Paradox of Intelligence As the AI related voices and noise grew louder and louder, I felt it is pertinent to sit down, take a hard look at it and assimilate the progress so far and figure out …

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MLOps – Machine Learning Operations

Kiran Kumar Nallagonda Introduction The continuous process of operationalizing machine learning models to get business value requires observability, monitoring, feedback mechanism to retrain the models whenever necessary. Gartner predicted in 2020 that, 80 percent of AI projects would remain alchemy i.e. run by wizards whose talents will not scale in the organization and that only …

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Algorithmic Portfolio Management

Bhanu Nallagonda When everything goes algorithmic nowadays, why not Portfolio Management? “Algorithmic Portfolio Management” gets a few thousand results on Google, compared to about 9 million results for “Algorithmic Trading” and in LinkedIn training, one gets zero results as on date! In algorithmic trading or algo trading for short, preprogrammed algorithms or set of processes …

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