Created around 100k examples in different domains( like : E-commerce, food and beverage and NGO..ETC ) in Arabic with different dialects( Like : EGY , SAUDI , UAE .. ETC ) and English language. Annotated around 100k examples of conversational data & images between clients and customer service Worked in different industries including the chatbot industry, medical field, car industry, and more. Led team of over 10 data creators, designed and implemented a plan to create over a 1m data example per year