genna User

I’m a Senior Software Engineer with over 10 yearsof experience building production systems in finance, healthcare, and e-commerce for startups and enterprises. Most of my work is backend-focused—designing secure and scalable APIs using Python (Django, Flask, etc.), while also building frontend and data experiences with Angular and React SPAs.

Over the past year, I specialized in Python, TypeScript, and GenAI engineering—building scalable B2B and consumer-facing applications leveraging LLM applications, RAG systems, intelligent agents, multi-modal AI, and Agentic AI workflows. I’ve proven success integrating GenerativeAI capabilities into production systems, including intelligent document processing, knowledge assistants, fraud detection, and automation platforms using OpenAI APIs, LangChain ecosystems, and modern AI orchestration frameworks.

In my recent role, I’ve built GenAI-powered internal productivity tools leveraging AgenticAI, processing 1M+ autonomous AI workflows per month across AWS, Azure, and GCP. I implemented NLP and Retrieval-Augmented Generation (RAG) pipelines indexing 7M+ documents—improving retrieval answer quality by 35%—and developed LLM-based chatbots and summarization engines with FastAPI and Flask, deployed to production serving 50K+ daily users with sub-200ms average response times.

I emphasize DevOps, observability, security, testing, and collaboration, because senior cross-team responsibilities demand reliability. I’ve deployed microservices to AWS and Azure, worked extensively with Docker and Kubernetes, set up CI/CD pipelines using Jenkins and Azure DevOps, and supported full MLOps with AWS SageMaker—while mentoring engineers, defining best practices for maintainable design, and delivering measurable business value through prototypes, PoCs, and production-grade systems.