Proficiency in Python and Ruby on Rails, with significant backend experience. Experience in designing secure systems, including encryption workflows and document protection mechanisms. Hands-on expertise in integrating generative AI tools (OpenAI APIs, LangChain, Hugging Face). Strong knowledge of RAG techniques, vector databases (Pinecone, Weaviate), and embedding pipelines. Ability to operationalize AI/ML models and build workflows for enterprise clients. Frontend development experience in modern frameworks (React, Vue). Strong testing background with automated and manual testing experience. Ability to manage data recovery, audits, and compliance workflows. Strong problem-solving and analytical skills. Excellent communication skills.