Muhammad Sadiq Vayani

Worked on a generative modelling project, Tree Variational Autoencoder and run many experiments on that to test anomaly detection. Sort of testing the idea, that can we implement anaomaly detection in Tree VAE, and calculate entropy at each level of tree, so can be sure about uncertainity when deciding when model seen anomaly or out-of-distribution experiments. Also assisted professor in designing and checking exams for Machine learning course for masters students.

Worked with multiple departments as a data analyst for e-commerce company Daraz(Subsidiary of Alibaba) such as seller marketplace, logistics, crossborder sellers, commercial and customer experience. My daily task was to lead analytics project that help leaders in better decision making, maintain and create dashboards for better visibility, deep dive into some KPIs and give recommendation in imporving them. Aslo automated and created some kpis for warehouse availability, seller performance and product views.

Worked in multiple roles as a data analyst, data engineer and business analyst as well. Delivered data and analytics components for digital-lending products at major Pakistani banks using Python, SQL, SSIS and Power BI. Optimized SQL queries and SSIS/ETL workflows, implemented machine learning models, python to automate ocr project and creating and maintaining dashboards for clients such as banks or merchants. Also did extensive documentation for clients and engineers on how to implement and use software.

Major: Intelligent Systems (Artificial Intelligence) | Minor: Software Engineering