Lubna Khader Email and Phone Number

- Lead a team of up to 5 members- End to end management of data projects, from requirement gathering, risk analysis, design, architecture, prototyping, testing, documentation to successful deployment and maintenance- Introduced the use of new technologies to support the data infrastructure- Manage the execution of the data projects following Agile methodologies- Lead collaboration initiatives with academia, sponsored and trained multiple masters students and supported them throughout their research into some of our difficult business problems.- Maintaining structure, quality control, and best practices throughout the execution of the data projects- Implement optimizations and new features into our current production codebase- Guide team members through building large ML systems, proper design, tradeoffs, benchmarking and validation

- Wrote pieces of Addictive Mobility’s real time bidding decision module, along with their unit tests.- Performed many refactors on the bidding decision module, and it’s supporting systems.- Refactored and engineered multiple prediction systems written by others and myself.- Maintained and deployed most of the periodically running ML systems.- Built multiple internal systems that enhanced the logic of serving ads.- Communicated results with management and participated in building the roadmaps for the data products.

- Experimented with many supervised and unsupervised ML algorithms to solve two business problems related to user profiling. - Evolved the ML models into mulitprocessed incremental training system that went into production. - Performed extensive data analysis on large datasets using MapReduce.