Aditya Pandey on Muck Rack

Aditya Pandey

Southern Asia
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By Vikram Sobti, Aditya Pandey
| Bar & Bench Verified
In M/s Kabra and Associates & ors. v. Rekha Rajkumar Hemdev & Ors., the Supreme Court has held that a homebuyer who approaches the Real Estate Regulatory Authority (RERA) first — even if the complaint is withdrawn on procedural grounds without any hearing on merits — is permanently barred from pursuing that cause of action before a consumer forum.
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How Transformers Architecture Powers Modern LLMs

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By Aditya Pandey
| DEV Community
When we interact with modern large language models like GPT, Claude, or Gemini, we are witnessing a process fundamentally different from how humans form sentences. While we naturally construct thoughts and convert them into words, LLMs operate through a cyclical conversion process. Understanding this process reveals both the capabilities and limitations of these powerful systems. At the heart of most modern LLMs lies an architecture called a transformer.
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Multi-dimensional MRI representation and privileged learning approaches to functional outcome prediction for ischemic stroke patients

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By Emily M Wittrup, John Reavey-Cantwell, Aditya Pandey, Badih Daou, Kayvan Najarian, Dennis J. Rivet II
| Nature Verified
Abstract Accurate prediction of long-term functional outcomes for stroke patients remains a clinical challenge, despite advances in diagnostics and treatments. Most machine learning (ML) and artificial intelligence (AI) outcome prediction models lack robust strategies to incorporate high-dimensional clinical imaging data or to account for data availability at the point of care.
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