In my current AI Engineer role, I design and develop AI solutions using Python, Generative AI, Retrieval-Augmented Generation (RAG), and LLM-based applications.
I build RAG pipelines that cover document ingestion, chunking, embeddings, vector search, retrieval, and context construction. I also develop AI workflows and automation using LLMs and modern AI frameworks.
In my previous DevOps Engineer / OpenShift Administrator role, I administered OpenShift and Kubernetes environments and maintained Jenkins CI/CD pipelines. I also worked on GitOps and deployment workflows using Helm and Ansible.
Earlier, as a Digital Marketing and Technology Consultant, I managed digital marketing initiatives and CRM-driven marketing processes. I applied analytics and automation to customer acquisition, lead management, and conversion workflows.

