Fine-Tuning LLM/SLMWhy Fine-Tuning is required? Even a very capable pretrained model (LLM or SLM) is general-purpose. It has broad linguistic and reasoning ability, but lacks precision for a given domain, style or task. ChatGPT, Llama, ClaudeAI are all general purpose ...Oct 30, 2025·4 min read
ML Development LifecycleDefine business goals ML starts with a business objective. Business stakeholders define the value, budget, and success criteria. Defining the success criteria or key performance indicators (KPIs) for the ML workload is critical. ML problem framing Th...Dec 26, 2024·5 min read
DynamoDB Streams for no-code notifications via SNSI have been working on implementing Event Driven Architecture (EDA) in AWS for an e-commerce client. I am new to EDA and am learning various aspects of it. I discovered several new services in AWS that I had never used before. Amazon DynamoDB is one ...Jul 20, 2024·4 min read
