Fatemeh Khoshbayan, M.Sc. Email & Phone Number

- Enabled the sales team to demo our services more efficiently by developing a full-stack web application using FastAPI and ReactJS. The application was Dockerized to demonstrate machine learning solutions to potential clients.- Successfully improved the functionality of the personal assistant by integrating it with third-party software, including WhatsApp and Calendar, thereby expanding its capabilities and user interactivity.- Optimized response time by migrating lookup data to MongoDB. The strategic use of MongoDB queries led to elevated retrieval accuracy of 4%. This initiative demonstrated my ability to leverage technology effectively to optimize system performance.- Increased code readability by refactoring and updating PostgreSQL data schemas and relations, resulting in improved developer quality of life.- Enlarged NLP training data for language models and seq2seq models using augmentation and optimizing data generation tools for faster data generation- Proficient in crafting comprehensive documentation, including Swagger documents and tutorial Word documents- Trained and supervised two new hires through pair programming and guidance

- Enhanced the in-house Django analytics dashboard, resulting in fewer bugs and higher overall quality.- Improved conversation accuracy up to 5% in different domains by debugging exciting conversation flows- Prepared and validated AI models training, testing and validation data- Reduced delivery times of new conversation domains over 20%- Implemented 10 new reusable and maintainable conversation domains for two clients- Increased accuracy of sequence labeling by 9% by feature engineering- Dropped ASR model WER by 5% through cleaning and segmenting training data15% enhancements of code coverage by writing unit tests- Participated actively in product and design meetings, contributing to task creation while promoting scrum culture

Tehran, Tehran Province, Iran

- Taught “Intro to Programming” class to Physics undergraduate students during Masters program- Supporting students through group instruction, assisting with assignments- Working alongside Senior faculty to ensure the success of students enrolled in this class

Master Of Science - Ms, Physics

Thesis’ title: optical investigation of high temperature supercomputer YBCO at room temperature

Bachelor Of Science - Bs, Physics