Deep Learning | Machine Learning | Computer Vision
3 Years of Experience
Vadodara, Gujarat, India
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Not Available
https://leetcode.com/janvichokshi1998/ • Programming : Python, Basic C/C++, Data structures and Algorithms • DL frameworks: Pytorch, Tensorflow • Image Processing: OpenCV • Analytics : Pandas, Numpy, Matplotlib, Seaborn • Web Frameworks: Django, Flask, FastAPI • Cloud: AWS, GCP • Database: MySQL • Other: Docker, Git
Guise.AI, AI ML Data Science, Computer Software
Sony India Software Centre
Drive Analytics
Guise.AI, Sony India Software Centre, Drive Analytics, HW Saver LLP, FinByz Tech Pvt Ltd
Job Title : Machine Learning Engineer
Company name : Guise.AI
Period : August 2022 - Present
Job Title : Machine Learning Consultant
Company name : Sony India Software Centre
Period : October 2021 - August 2022
Summary : • Worked on the FP/FN analysis to improve the TPR of the Object detection model.
• Worked on the data augmentation techniques and implemented from scratch to improve the accuracy of the model
• Worked on the distributed training on sagemaker using horovod
• Model Training and Testing using Tensorflow and Keras
Location : Bangalore Urban, Karnataka, India
Job Title : Computer Vision Engineer
Company name : Drive Analytics
Period : October 2020 - September 2021
Summary : • Collaborated with the team to develop a pipeline that increased video processing rate for pose detection model from 1000/day to 1000/hour, improving work efficiency and eliminating manual data annotation work.
• Utilized YOLO, Deepsort, Flownet, and Alphapose models for object detection, tracking, and action detection tasks for baseball player analysis.
• Integration of the models using Django, capable of processing tasks asynchronously using Celery and RabbitMQ.
• 3D Data handling using Blender and bpy module.
Location : Chennai, Tamil Nadu, India
Job Title : Deep Learning Intern
Company name : HW Saver LLP
Period : June 2020 - September 2020
Summary : Natural Language Processing
Location : Work from home
Job Title : Software Developer Intern
Company name : FinByz Tech Pvt Ltd
Period : May 2019 - June 2019
Summary : I worked on the front-end side of the website https://www.finbyz.com
Location : Ahmedabad, Gujarat, India
Title : Convolutional Neural Networks
Period : January 2020 - Present
Summary : GFPBHN7MK6MZ, coursera.org, https://www.coursera.org/account/accomplishments/verify/GFPBHN7MK6MZ
Issuing Authority : Coursera Course Certificates
Title : Natural Language Processing in TensorFlow
Period : January 2020 - Present
Summary : CVZ3L2AVQRV9 , coursera.org, https://www.coursera.org/account/accomplishments/verify/CVZ3L2AVQRV9
Issuing Authority : deeplearning.ai
Title : Structuring Machine Learning Projects
Period : October 2019 - Present
Summary : KF3ERQDA2N6X, coursera.org, https://www.coursera.org/account/accomplishments/certificate/KF3ERQDA2N6X?utm_medium=certificate&utm_source=link&utm_campaign=copybutton_certificate
Issuing Authority : Coursera Course Certificates
Title : Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Period : September 2019 - Present
Summary : B7JEYV8X84PD, coursera.org, https://www.coursera.org/account/accomplishments/verify/B7JEYV8X84PD
Issuing Authority : Coursera Course Certificates
Title : Neural Networks and Deep Learning Issuing Organizationor
Period : September 2019 - Present
Summary : YDBS6ZB5X63C, coursera.org, https://www.coursera.org/account/accomplishments/verify/YDBS6ZB5X63C
Issuing Authority : Coursera Course Certificates
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