Pavan Reddy
Software Engineer at eMids Technology
- Role
- Ai Software Engineer at ISITE TECHNOLOGIES
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Pavan Reddy
An experienced Software Engineer who has evolved from a Full-Stack Developer into a role blending development with modern DevOps and Data Engineering. After building a strong background using Python to create end-to-end solutions, I now specialize in automating cloud infrastructure with Terraform and Kubernetes on AWS. My current focus is on building robust, production-grade data pipelines orchestrated by Apache Airflow on modern platforms like Snowflake. I actively develop solutions using PySpark for large-scale processing and leverage AWS services like Amazon Athena for analytics and Amazon SageMaker for the full machine learning lifecycle.
Experience
Ai Software Engineer
Sep 2024 — Present · NJ, US
Developed and deployed AI models across NLP, computer vision, and generative AI domains using PyTorch and TensorFlow.Built RAG (Retrieval-Augmented Generation) pipelines using LangChain and integrated with OpenAI GPT APIs for intelligent Q&A systems.Designed and automated ML pipelines with Airflow and MLflow, improving model retraining and tracking efficiency by 40%.Implemented monitoring dashboards for LLM performance metrics (RAGAS, DeepEval) ensuring quality and stability of GenAI solutions.Collaborated with product teams to integrate AI APIs into web platforms using FastAPI and AWS Lambda functions.Led initiatives in Responsible AI practices, applying ISO42001-aligned model governance and data privacy compliance.
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