NSNitin Sharmainpath2ml.com·Mar 21 · 7 min readBuilding an Agentic CI/CD Pipeline with Amazon Bedrock, GitLab CI, and AWS CDKOverview What if your CI/CD pipeline could think? Not just run lint and tests, but actually understand your code changes, generate tests for new functions, and write a risk assessment with inline code00
NSNitin Sharmainpath2ml.com·Mar 8 · 5 min readReliable JSON Responses from LLMsGetting reliable, structured (JSON) responses from Large Language Models is harder than it looks. The magentic library, paired with Pydantic, lets you define the shape of your expected output as a Pyt00
NSNitin Sharmainpath2ml.com·Feb 18 · 13 min readMulti-Agent Loan Processing AgenticAIIn this blog post, we will explore the implementation of a multi-agent loan processing system using the crewAI framework. This innovative approach leverages advanced artificial intelligence to streamline and automate the various stages of loan proces...01K
NSNitin Sharmainpath2ml.com·Jan 31 · 13 min readImplementing LSTM RNN using PytorchPreviously, I wrote an article titled "Recurrent Neural Network," where I delved into the inner workings of Recurrent Neural Networks (RNNs) and their significance in the field of machine learning. Subsequently, I provided a tutorial “Implementing LS...00
NSNitin Sharmainpath2ml.com·Jan 29 · 7 min readImplementing a ResNet-34 CNN Using PyTorchA while ago, I authored an article Implementing ResNet CNN that provided a detailed explanation of ResNet Convolutional Neural Networks (CNN) along with an implementation using TensorFlow. In this upcoming article, we will take a closer look at ResNe...00
