CnEL India

Production-Ready Large Language Model Inference on Kubernetes: A Practical Approach to Distributed GPU Serving

By Chan SaiPosted on Posted in BlogNo Comments on Production-Ready Large Language Model Inference on Kubernetes: A Practical Approach to Distributed GPU Serving

Introduction Running a large language model in a development environment is very different from operating the same model in production. A local deployment may work perfectly when serving a few requests, but production workloads introduce a completely different set of challenges. Multiple users may send requests simultaneously, models may require several GPUs, response-time requirements may […]

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Reusable AI Product Visual Workflow

By Chan SaiPosted on Posted in BlogNo Comments on Reusable AI Product Visual Workflow

Case Study by CnEL India Introduction Modern product marketing increasingly depends on high-quality visual content. Businesses need product images for websites, advertisements, social media, marketplaces, promotional campaigns, and brand communication. Traditionally, producing these visuals requires photographers, designers, image editors, and repeated manual adjustments. Generative AI has changed this process by allowing product visuals to be […]

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Gamified Learning Website for Patent Agent Exam Aspirants

By Chan SaiPosted on Posted in BlogNo Comments on Gamified Learning Website for Patent Agent Exam Aspirants

Case Study by CnEL India Introduction Preparing for a professional examination such as the Indian Patent Agent Examination requires more than simply reading large volumes of legal material. Aspirants need to understand complex provisions, remember important concepts, practice different question formats, revise regularly, and evaluate their progress over time. Traditional preparation methods often depend on […]

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AI Automation for High-Quality Document Production

By Chan SaiPosted on Posted in BlogNo Comments on AI Automation for High-Quality Document Production

Case Study by CnEL India Introduction Many organizations depend heavily on teams of junior employees, offshore staff, researchers, writers, and quality-control professionals to produce large volumes of business and educational documents. While this traditional approach can be cost-effective, it often creates challenges related to consistency, production speed, quality assurance, repetitive manual work, and management overhead. […]

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JavaScript Data Retrieval and Archival Tool

By Chan SaiPosted on Posted in BlogNo Comments on JavaScript Data Retrieval and Archival Tool

Case Study by CnEL India Introduction The rapid growth of publicly accessible chatbot platforms has created a large volume of valuable digital content, including conversation records, metadata, publicly available documentation, and structured information that organizations may wish to archive for research, analysis, compliance, knowledge management, or long-term preservation. However, publicly available information on online platforms […]

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AI Automation Expert for WhatsApp-Based Customer Service

By Chan SaiPosted on Posted in BlogNo Comments on AI Automation Expert for WhatsApp-Based Customer Service

Case Study by CnEL India Introduction Customer communication has evolved dramatically as messaging platforms have become one of the most preferred ways for people to interact with businesses. Instead of making phone calls or waiting for email responses, customers now expect quick, personalized, and convenient conversations through messaging applications. Whether they are asking about products, […]

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Content Management & Automation for B2B Thought Leadership

By Chan SaiPosted on Posted in BlogNo Comments on Content Management & Automation for B2B Thought Leadership

Case Study by CnEL India Introduction In today’s B2B environment, publishing high-quality long-form content is only the first step toward building authority. Many founders, consultants, and executives invest significant time writing detailed articles that contain valuable insights, research, and industry expertise, but those articles often reach only a small portion of their potential audience. Busy […]

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Shopify Web Designer for Product Pages, Landing Pages, and Conversion Rate Optimization

By Chan SaiPosted on Posted in BlogNo Comments on Shopify Web Designer for Product Pages, Landing Pages, and Conversion Rate Optimization

Case Study by CnEL India Introduction In the highly competitive world of e-commerce, a beautiful online store alone is no longer enough to generate consistent sales. Modern customers make purchasing decisions within seconds, evaluating product presentation, trust signals, pricing clarity, reviews, mobile usability, and the overall shopping experience before deciding whether to buy or leave. […]

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Gold Futures Options Implied Volatility Curve Algorithm

By Chan SaiPosted on Posted in BlogNo Comments on Gold Futures Options Implied Volatility Curve Algorithm

Case Study by CnEL India Introduction Financial markets rely heavily on options pricing and volatility analysis to evaluate market expectations, manage risk, and support trading decisions. Among the most important indicators used by professional traders, analysts, and quantitative researchers is the Implied Volatility (IV) Curve, which reflects how market participants price future uncertainty across different […]

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AI Website Builder for a Premium Beverage Brand Launch

By Chan SaiPosted on Posted in BlogNo Comments on AI Website Builder for a Premium Beverage Brand Launch

Case Study by CnEL India Introduction Launching a new consumer brand requires much more than creating an attractive website. In today’s highly competitive direct-to-consumer market, a landing page must immediately communicate the brand’s identity, build trust, showcase product quality, and encourage visitors to take action. Whether the goal is collecting email subscribers, directing customers to […]

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