Engineer with hands-on experience in both AI/ML and DevOps. I build and deploy intelligent systems on AWS and GCP, set up CI/CD pipelines, automate workflows with Lambda, and help businesses get their apps live and running smoothly. On the AI side, I've built customer segmentation models, churn prediction systems, and RAG-based AI assistants.
Used K-Means clustering to group customers based on behavior and spending patterns. Performed preprocessing, feature engineering, and visualization to discover meaningful customer groups for targeted marketing strategies.
Built classification models to predict customer churn using supervised machine learning. Applied data cleaning, feature selection, and evaluation metrics to identify at-risk users and reduce business loss.
Developed a Retrieval-Augmented Generation assistant using LangChain and vector search to answer questions from custom documents with accurate, context-aware responses.
End-to-end deployment of websites and applications to production on AWS and GCP. Includes server setup, domain configuration, SSL certificates, and production release management.
Automated deployment pipelines that build, test, and deploy your code on every push. Reduces manual effort, eliminates human error, and speeds up release cycles significantly.
Serverless functions for scheduled tasks and automation. Daily report generation, email alerts, data processing pipelines, and any recurring workflow you want to automate.
Storage setup, bucket configuration, access policies, and file migrations to S3 and equivalent cloud storage solutions. Secure, scalable, and cost-efficient storage architecture.
Full Google Workspace setup and administration. User management, domain verification, email configuration, Drive permissions, and ongoing admin support for your organization.
General infrastructure setup, troubleshooting, and maintenance on AWS and GCP. EC2, compute instances, IAM roles, networking, and ongoing cloud support for your projects.