Steve GeorgeinTowards AIParameter Efficient Fine Tuning (PEFT), Inference, and Evaluation of LLM model using LoRALLM has been able to solve a lot of real world problems which includes sentimental analysis, classification, summarization, chatbot and…·8 min read·Apr 16, 2024----
Steve GeorgeinTowards AIMulti-stage LLM Worfklow to Summarize and Translate an Article using LangChain“An LLMChain is a simple chain that adds some functionality around language models. It is used widely throughout LangChain, including in…·7 min read·Apr 2, 2024----
Steve GeorgeinDataDrivenInvestorSemantic search engine using ChromaDB wrapped on LangChain.ChromaDB is a open-source vector database which is used to store embedding vector. It is integrated with LangChain, LlamaIndex, OpenAI etc…·5 min read·Sep 6, 2023----
Steve GeorgeinAWS TipLeveraging AWS serverless services using Step FunctionAWS Step Functions is a visual workflow service that helps developers use AWS services to build distributed applications, automate…·8 min read·Aug 28, 2023----
Steve GeorgeinDataDrivenInvestorMachine Learning Orchestration using Apache Airflow -Beginner levelIn this article, we will create an ML training pipeline and orchestrate it with the help of Apache Airflow. We will first extract the data…·9 min read·Feb 8, 2023----
Steve GeorgeinDataDrivenInvestorIncremental Data load using Auto Loader and Merge function in DatabricksData loading is a term that we come across often while performing ETL operation. This article would focus on incremental data load using…·6 min read·Jan 20, 2023----
Steve GeorgeinDataDrivenInvestorUse of AWS Glue Job and Lambda function to enhance data processingIn this article, we will be using AWS Glue job for preprocessing the data. Whenever a new object is uploaded to s3 bucket, a Lambda…·6 min read·Sep 21, 2022--4--4
Steve GeorgeEnd to End ML pipeline using Azure Machine Learning Studio DesignerAzure Machine Learning is a cloud service for accelerating and managing the machine learning project lifecycle. Machine learning…·7 min read·May 25, 2022----
Steve GeorgeinAWS TipTrigger AWS Lambda using API Gateway to access EC2 instanceIn this article, we will create an API Gateway to trigger a Lambda function. The lambda will then access the application running in an ec2·6 min read·Jan 16, 2022--1--1
Steve GeorgeTerraform and Azure DevOps to provision AWS resourceCreate an AWS S3 bucket using terraform hosted on Azure cloud platform.·5 min read·Nov 4, 2021--1--1
