Farwa Zahid currently serves as a Product and Research Analyst at Invest2Innovate (i2i) and a Data Analyst at atomcamp. Previous experience includes a role in Business Development at Polix Analytics and data analysis internships at Dough With The Flow, where skills in Tableau, Excel, and Python were applied to deliver insights to stakeholders. Farwa completed a Data Science Fellowship at Bytewise Limited, focusing on Python programming and machine learning concepts. An educational background includes a Bachelor of Science in Mathematics from the International Islamic University, Islamabad, and a Data Science Bootcamp at atomcamp.