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Articles by Nagashree Bhat
The missing layer in Enterprise AI: designing an AI Gateway
The first AI feature we shipped took less than a week. A product team identified a use case, picked a large language model, added an API call to the backend, and returned the response to the user. Six months later, the picture looked very different. Five separate teams were integrating with AI, each with its own model provider, its own retry logic, and its own copy of a prompt template that had quietly drifted from the others.
Designing a Multi-Agent AI System for Content Analysis and Recommendations
As AI systems evolve, a single model is often no longer enough. One model may be good at rewriting content, another at analyzing tone, and another at evaluating quality or extracting insights. Very quickly, what starts as a simple LLM integration turns into a coordination problem. This is where multi-agent systems become powerful. Instead of relying on one model to do everything, we can design a system where multiple specialized agents collaborate to solve a larger task.
Designing an AI-powered content optimization system using LLMs on AWS
Modern applications are no longer just about functionality — they are expected to be intelligent, adaptive, and personalized. Whether its rewriting a headline, improving product descriptions, or suggesting better UI copy, users increasingly expect systems to assist them in thinking, not just execute tasks. I recently built a system like this — a GenAI-powered content optimization service for marketing teams.
Estrogen deprivation induces hepatic inflammation, Indoleamine-2,3-dioxygenase 1, tryptophan catabolism, and plasma cholesterol
Abstract Inflammation is a central mediator linking metabolic dysfunction to severe human disease. Imbalance or loss of ovarian hormone (such as in post-menopausal women) contributes to increased risk of cardiovascular diseases, obesity and others. Here, using ovariectomized (OVX) Long-Evans rats as model for estrogen deprivation, we demonstrate that estrogen deprivation induces hepatic inflammation, activates tryptophan catabolism, systemic inflammation and disrupted cholesterol homeostasis.
FaceNet-Driven Forensic Face Sketch Construction and Database Matching for Criminal Identification
Shilpa R , Ganesh K , Manju A R , Nagashree Uday Bhat , Nanditha Karuna Abstract The steady rise in criminal activity has placed law enforcement agencies under increasing pressure to speed up their investigative processes and deliver justice more efficiently. In many cases, identifying suspects still depends on traditional sketching methods, which require the expertise of trained forensic artists.
AMPA and NMDA receptors in dentate gyrus mediate memory for sucrose in two port discrimination task
CONFLICT OF INTEREST STATEMENT The authors declare no conflicts of interest. Supporting Information Filename Description hipo23609-sup-0001-Figures.docxWord 2007 document , 2.6 MB SUPPLEMENTARY FIGURE 1: Location of infusion cannula tips in the hippocampus. (a) Schematic representation. Red triangles—animals with misplaced cannula, gray circles—animals used in experiment 1, star—animals used in experiment 2 and 3, gray square—animals used in experiment 4.
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