Software Developer with a Master of Science in Physics, I've spent the past year further broadening my skill set by working extensively with React, TypeScript, and JavaScript. In addition to my proficiency in these technologies, my experience encompasses troubleshooting and resolving issues through Python debugging and creating new Python services for intelligent chatbots. With a proactive attitude, strong work ethic, and a knack for thriving in fast-paced, deadline-driven team environments, I'm also an NLP enthusiast who has gained valuable knowledge and experience through engaging in various NLP tasks.
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Software Developer / Machine Learning EngineerFanavaran Etelaate Sokhan Jun 2021 - Jun 2023- 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 -
Python Developer / Machine LearningFanavaran Etelaate Sokhan Jan 2021 - Jun 2021- 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 -
Elementary School TeacherDolphine Institution Jun 2018 - Oct 2018
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Teacher AssistantAlzahra University Feb 2016 - Jul 2016Tehran, 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
Fatemeh Khoshbayan, M.Sc. Education Details
Frequently Asked Questions about Fatemeh Khoshbayan, M.Sc.
What is Fatemeh Khoshbayan, M.Sc.'s role at the current company?
Fatemeh Khoshbayan, M.Sc.'s current role is Backend Developer | Python | JavaScript | TypeScript | Django | React | MongoDB | Postgres | ML Enthusiast.
What schools did Fatemeh Khoshbayan, M.Sc. attend?
Fatemeh Khoshbayan, M.Sc. attended Alzahra University, Islamic Azad University,science And Research Branch.
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