Jayita Gulati
Machine Learning Engineer | Technical Writer
- Role
- Machine Learning Engineer at Upwork
- Location
- New Delhi, DL, IN
- LinkedIn followers
- 500 followers
About Jayita Gulati
I am a dedicated machine learning professional with a strong focus on model development…
Experience
Machine Learning Engineer
Apr 2024 — Present
Designed a project on exoplanet hunting, employing SVM algorithm within Jupyter notebook.• Built a program to segment hepatic blood vessels in medical images from the Medical Image Decathlon dataset.• Established a smart farming system with IoT sensors in MATLAB’s Simulink and UAV Toolbox to collect and analyze farming data.• Applied 3D U-Net to segment brain tumors in MRI scans from the BRATS dataset utilizing NIfTI images.• Built an Android app for tourism with Java, providing users maps, travel guides, and location-based recommendations.• Implemented an attention-based TransUNet for kidney tumor detection in images from the KITS dataset.• Designed a system to detect hand movements of autistic patients using OpenPose and provide insights into their interactions.• Carried out lung tumor segmentation using U-Net and TransUNet on the LIDC dataset and improve the accuracy of lung cancer detection.
Education
University of Liverpool
MSc Advanced Computer Science
2022 — 2023
Guru Gobind Singh Indraprastha University
Bachelor of Technology - BTech
2016 — 2020
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