Mounika N

About Mounika N

As an AI/ML Engineer with years of experience in cloud computing, DevOps, and system automation, I specialize in building scalable AI solutions, optimizing cloud infrastructure, and automating DevOps pipelines, primarily in AWS environments. I am proficient in AWS services (EC2, Lambda, S3, DynamoDB, CloudWatch, EKS), Docker, Kubernetes, Terraform, and CI/CD tools like GitLab and Jenkins. I bring deep expertise in machine learning frameworks (TensorFlow, PyTorch, scikit-learn) and data engineering tools (Databricks, Apache Spark, Apache Airflow), with a focus on end-to-end AI model deployment and pipeline orchestration. My notable projects include Dentabot, an AI-powered dental assistant, and cloud-based architectures for real-time data analytics and machine learning model integration. Passionate about AI innovation, I am dedicated to creating intelligent, scalable systems that drive business value and enhance user experiences.

Experience

1. Ai Ml Ops Engineer

   Core Defender Ai

   Jul 2024 — Present · Beaverton, OR, US

   Spearheaded development of ML models for customer segmentation, forecasting, and personalized recommendations- Automated data pipelines with Databricks, Apache PySpark, and Airflow; deployed models to AWS SageMaker integrated with Lambda and API Gateway- Implemented Retrieval-Augmented Generation (RAG) models using Amazon Bedrock to power AI-driven product search- Built CI/CD pipelines using GitLab CI/CD and Jenkins for automated deployments and rollback capabilities- Achieved a 25% boost in customer retention and 20% improvement in inventory accuracy through real-time ML optimization.