KAVITA ANANT
Boston,MA
Summary
Analytical Machine Learning Engineer offering progressive career in Computer Vision and Insuretech fields. Exceptional problem-solving abilities both in team-oriented and self-motivated settings. Dedicated to delivering product excellence and exceeding customer expectations. I believe in adding value to any organization in need of great collaboration, interpersonal and multitasking abilities.
Overview
7
7
years of professional experience
Work History
Computer Vision Engineer
Hosta a.i.
Boston, MA
02.2021 - Current
- Led numerous 3D and Computer Vision projects in the organization
- Drove Computer Vision R&D projects to incorporate state-of-the-art technology into the product
- Facilated cross-team product intiatives to conduct analysis of product performance and model deployments
- Integrated cloud services into existing systems to enable distributed computing capabilities for various workloads.
- Assisted in the deployment of production-level applications utilizing cutting edge computer vision technology.
Machine Learning Intern
Roche (Genentech)
New York, NY
05.2020 - 08.2020
- Conceptualized ideas to lay groundwork for Deep Learning Pipeline and developed DL models to perform Speaker Diarization
- Developed Speaker Identification model using frameworks like Pytorch and Fastai on data received from audio digital biomarker
- Performed unsupervised learning on embeddings generated by model to separate speakers and identify the subject's voice
- Improved accuracy on test data to 93% using Data Augmentation techniques and presented results to the entire team.
Software Engineer
L&T Infotech
Mumbai, IN
06.2017 - 06.2019
- Designed queries to test Insurance and Banking based software from various client sources like Requirement Document, Specification Document, bug reports that were relevant to the project
- Handled and communicated functional, regression, and database testing processes and outcomes to the entire Agile team and client team
- Enhanced quality of software by 40% through functional testing.
Education
Master of Science in Electrical Engineering - Data Driven Analysis and Computation
Columbia University
12.2020
Bachelor of Engineering in Electronics and Telecommunication -
SIES Graduate School of Technology, University of Mumbai
06.2017
Skills
- Machine Learning
- Model Development
- Deep LearningPython
- OpenCV
- SQL
- AWS
- Github
- TensorFlow
- Keras
Activities And Extracurriculars
- Led Marketing Team of IEEE Student Chapter of SIES Graduate School of Technology.
- Facilitated international internships for Socio-Economic development projects at AIESEC, an international not-for-profit organization.
References
References available upon request.
Timeline
Computer Vision Engineer
Hosta a.i.
02.2021 - Current
Machine Learning Intern
Roche (Genentech)
05.2020 - 08.2020
Software Engineer
L&T Infotech
06.2017 - 06.2019
Master of Science in Electrical Engineering - Data Driven Analysis and Computation
Columbia University
Bachelor of Engineering in Electronics and Telecommunication -
SIES Graduate School of Technology, University of Mumbai
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