PinnedSrikanth MachirajuEffective prompt engineering techniquesTechniques, Patterns and Tactics of building efficient Open AI Applications.6 min read·May 21, 2023----
PinnedSrikanth MachirajuManage Workload Identities on Azure Kubernetes Service (AKS)When you deal with microservices style architecture, managing application identities becomes more complex due to the sheer volume of…4 min read·Feb 3, 2023----
PinnedSrikanth MachirajuinTowards Data ScienceScalable Reinforcement Learning Using Azure ML and RayAccelerate deep RL training on custom gym environments using RLLIB on Azure ML Cluster.6 min read·Jul 13, 2022----
PinnedSrikanth MachirajuinTowards Data ScienceAccelerate Training in RL Using Distributed Reinforcement Learning ArchitecturesHow do the most common ones differ from one another?7 min read·Mar 4, 2022--2--2
Srikanth MachirajuBuilding Small Language Models Using Knowledge Distillation (KD)Techniques & practices in distilling knowledge for language models6 min read·Feb 24, 2024----
Srikanth MachirajuFine-tuning — Azure Open AI models for tasks like text classification.Things that you can do, but should not do with Open AI.6 min read·Jul 6, 2023----
Srikanth MachirajuNavigating the Complexity of Domain Events in MicroservicesDesign, Best Practices, and Strategies7 min read·Mar 31, 2023----
Srikanth MachirajuinTowards Data ScienceDetect Anomalies in Telemetry Data using Principal Component AnalysisIdentify issues in telemetry data proactively using a simple approach5 min read·Jul 26, 2022--2--2
Srikanth MachirajuThe untold story of Azure FunctionsCommon pitfalls with serverless microservices using azure functions you should be aware of.5 min read·Apr 2, 2022----
Srikanth MachirajuinTowards Data ScienceWhy data drift detection is important and how do you automate it in 5 simple stepsThe fundamental assumption in developing any machine learning model is that the data that is used to train the model mimics the real-world…7 min read·Nov 1, 2021--1--1