Zainab Ali Razvi

• Speech to text with model APIs from HuggingFace. • Mailbox-copilot (M[AI]L) chatbot PoC with RAG. • Text generation and rewriting using LLM APIs. • Prompt engineering. • RAG quality assessment.

• Data cleaning, pre-processing, visualization and creation of databases for a web application. • Creation of ETL proceses with data extraction from AWS S3 buckets. • Developing and testing various machine learning algorithms (e.g., classification, SVM, decesion trees etc). • Containerization of software components with Docker. • Developing, testing and deployment of an LLM-based application using the OpenAI API and LangChain framework.