Ganga Parla

Ai & Ml Data Engineer @Leapgen Ai

US

I work as an AI & ML Data Engineer at Leapgen AI, where I build and manage AI systems on Microsoft Azure to help companies use their data more efficiently. My main focus is on creating tools and pipelines that prepare data for Large Language Models (LLMs) and automate real-time data processing.I created a framework called Octopus to handle both structured and unstructured data for AI training: For structured data, I built automated pipelines using Azure Data Factory and Databricks to collect, clean, and organize data following the Medallion Architecture. This made our data processes about 55% faster. For unstructured data, like text, images, and documents, I used SynapseML, GPT-4o, and Azure Cognitive Services to remove sensitive information such as names, logos, and signatures. These updates made the pipeline 65% faster and more reliable.I also helped design and build the Seismic Platform, an AI system that helps doctors and hospitals reduce paperwork. It uses Azure AI Speech and OpenAI models to create real-time transcripts, summaries, and SOAP notes from doctor–patient sessions. This cut manual documentation time by 80%, giving results within 15–20 seconds after a call.I built a Sentiment Analysis Model using PyTorch Distributed Data Parallel (DDP) to understand the emotions in doctor–patient conversations. It trains 60% faster and is used in Seismic’s analytics layer for real-time insights.Finally, I designed an Automated KQL Log Query Pipeline that collects and runs log queries in Azure Log Analytics using ADF and Managed Identity. This reduced manual work by 70% and improved system monitoring.Overall, my work at Leapgen AI has helped build faster, smarter, and more automated AI solutions for healthcare and enterprise clients.

Dr. KKR's Goutham School

10th

Gayatri Vidya Parishad College of Engineering (Autonomous)

Bachelor of Technology - BTech, Computer Science

George Mason University

Master's degree , Computer Science with concentration in Machine Learning

Sri Chaitanya College of Education

Intermediate Public Examinations, MPC