Shiv Shakti

Background

About Shiv Shakti

I am a Lead AI Engineer at Ericsson specializing in ReAct Agent using Langgraph, MLOps, Retrieval-Augmented Generation (RAG) systems, and Large Language Models (LLMs). I design and deliver AI-driven solutions that improve software development productivity and enable advanced telecom network troubleshooting. My work spans the full ML lifecycle—from model development and fine-tuning of LLMs to production-grade deployment of scalable, reliable AI systems. I focus on translating cutting-edge research into robust, real-world implementations.With 14+ years of industry experience, I bring a strong foundation in MLOps, Generative AI, machine learning, and predictive analytics. I have led teams in building and operating production ML systems on AWS, including high-throughput inference pipelines, automated CI/CD workflows, and monitoring frameworks that ensure performance, reliability, and cost efficiency at scale. As a senior engineer, I actively mentor data scientists and engineers, promote best practices, and collaborate closely with product and platform teams to drive initiatives from ideation through deployment.Previously, as a Senior Big Data Developer at IQVIA, Tech Mahindra, Accenture, and iRely, I worked extensively on large-scale distributed data platforms. I applied technologies such as Spark, Hive, Airflow, HBase, and Oozie, and leveraged Scala, Java, Python, SQL, and data visualization tools to process complex datasets and deliver actionable business insights. This strong big-data background continues to inform my approach to building scalable, data-intensive AI systems.