At Code Expedition, I design and maintain backend systems with Ruby on Rails and Django, and deploy AWS infrastructure for client projects using reusable AWS CDK constructs.
I also designed a Retrieval-Augmented Generation pipeline combining vector databases and LLMs for context-aware responses, reducing hallucinations by 40%. I automated CSV-to-chatbot JSON transformations with NLP scripts, reducing development time by 20%.
At Devsinc, I developed full-stack applications with Ruby on Rails and React or VueJS, and built RESTful APIs for data management and third-party integrations. I also architected and deployed a PostgreSQL and Redis data-parsing system that processed over 5 million records daily with 99.9% uptime.
My projects include medical image processing with CNNs and Clinical-BERT, an LSTM-based music generation application, and image recognition for product categorization. I work across AI and web development, using tools such as Python, TensorFlow, and AWS.
