ML Engineer 1 @ PayPal
1 Years of Experience
Noida, Uttar Pradesh, India
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Not Available
PayPal, SaaS/Cloud Product, Computer Software
PayPal
Birla Institute of Technology and Science, Pilani
PayPal, PayPal, Birla Institute of Technology and Science, Pilani, Electrono Solutions Pvt. Ltd.
Job Title : Machine Learning Engineer
Company name : PayPal
Period : July 2022 - Present
Location : Bengaluru, Karnataka, India
Job Title : Software Engineer Intern
Company name : PayPal
Period : February 2022 - June 2022
Summary : Named Entity Recognition Pipeline
Enhancement of NER based unstructured document data pipeline for swifter identification of PII elements listed by GDPR
Used knowledge distillation based ALBERT to decrease the size of existing ML model for NER task.
Pruned the model for decreasing inference times and better fine-tuning/training of model.
Quantisation of model weights was done to improve inference times of NER based PII data identification.
Audio to text pipeline
Build Audio to text processing pipeline and identify PII elements in generated transcripts
Use webrtcvd library to identify voice activity and silences. Segment large audio files based on silence occurrences. Apply fast Fourier transform and convert audio into Mel- spectrogram
Using Nvidia's quartznet model converted speech frequencies found in Mel-spectrogram to transcripts.
Identify PII data in transcripts using NER based pipeline.
Location : Chennai, Tamil Nadu, India
Job Title : Teaching Assistant
Company name : Birla Institute of Technology and Science, Pilani
Period : August 2021 - December 2021
Summary : Worked as an undergraduate teaching assistant for the course CS F342 Computer Architecture under Prof. Kanchan Manna in semester 1 of academic year 2021-2022.
Provided academic assistance to the class of 200+ students.
Graded evaluative labs of more than 200+ students.
Provided feedback and guidance to more than 200+ submissions.
Location : Goa, India
Job Title : Summer Intern
Company name : Electrono Solutions Pvt. Ltd.
Period : May 2020 - June 2020
Location : Bengaluru, Karnataka, India
Title : Master the Mainframe 2020 - Level 3
Period : January 2021 - Present
Summary : youracclaim.com, https://www.youracclaim.com/badges/0a82c05f-f534-4e93-b1b7-b7469e1535ed?source=linked_in_profile
Issuing Authority : IBM
Title : Master the Mainframe 2020 - Level 2
Period : October 2020 - Present
Summary : youracclaim.com, https://www.youracclaim.com/badges/a7f8046f-5a01-408f-a663-ceab11357d5c?source=linked_in_profile
Issuing Authority : IBM
Title : Deep Learning Specialization
Period : August 2020 - Present
Summary : T5K8B85XU369, coursera.org, https://www.coursera.org/account/accomplishments/specialization/certificate/T5K8B85XU369
Issuing Authority : Coursera
Title : Sequence Models
Period : August 2020 - Present
Summary : D8TJHQP42JHB, coursera.org, https://www.coursera.org/account/accomplishments/certificate/D8TJHQP42JHB
Issuing Authority : Coursera
Title : Convolutional Neural Networks
Period : July 2020 - Present
Summary : 97TTBERSMX47, coursera.org, https://www.coursera.org/account/accomplishments/certificate/97TTBERSMX47
Issuing Authority : Coursera
Title : Structuring Machine Learning Projects
Period : June 2020 - Present
Summary : HK5R8LP65A5Y, coursera.org, https://www.coursera.org/account/accomplishments/certificate/HK5R8LP65A5Y
Issuing Authority : Coursera
Title : CentraleSupelec : Build Your First Android App
Period : May 2020 - Present
Summary : 93G3JMFG6ZC8, coursera.org, https://www.coursera.org/account/accomplishments/records/93G3JMFG6ZC8?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Issuing Authority : Coursera
Title : Deep Learning Onramp
Period : May 2020 - Present
Summary : mathworks.com, https://matlabacademy.mathworks.com/progress/share/certificate.html?id=8ebc40a0-4f44-42a5-9378-34acb0a935f7
Issuing Authority : MathWorks
Title : Deep Learning with MatLab
Period : May 2020 - Present
Summary : mathworks.com, https://matlabacademy.mathworks.com/progress/share/certificate.html?id=04e57b19-0637-4c48-a84f-8ae42ca2c738
Issuing Authority : MathWorks
Title : Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Period : May 2020 - Present
Summary : UGXALCSCV9XE, coursera.org, https://www.coursera.org/account/accomplishments/certificate/UGXALCSCV9XE
Issuing Authority : Coursera
Title : Machine Learning Onramp
Period : May 2020 - Present
Summary : mathworks.com, https://matlabacademy.mathworks.com/progress/share/certificate.html?id=13c1aab4-525f-45fa-b2f3-a11e5ab6041a
Issuing Authority : MathWorks
Title : Machine Learning with MATLAB
Period : May 2020 - Present
Summary : mathworks.com, https://matlabacademy.mathworks.com/progress/share/certificate.html?id=f4529e51-af5d-4859-bb21-0be695d3b726
Issuing Authority : MathWorks
Title : MongoDB: M001 MongoDB Basics
Period : May 2020 - Present
Summary : mongodb.com, http://university.mongodb.com/course_completion/97c42dd1-fd01-492b-87f6-d2895ce3565b
Issuing Authority : MongoDB
Title : Neural Network and Deep learning
Period : May 2020 - Present
Summary : CPNCDH2KH9JA, coursera.org, https://www.coursera.org/account/accomplishments/records/CPNCDH2KH9JA?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Issuing Authority : Coursera
Title : Stanford Online Machine Learning
Period : May 2020 - Present
Summary : 93G3JMFG6ZC8, coursera.org, https://www.coursera.org/account/accomplishments/records/55F444CDU3ER?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Issuing Authority : Coursera
Title : MATLAB Onramp
Period : March 2020 - Present
Summary : mathworks.com, https://matlabacademy.mathworks.com/progress/share/certificate.html?id=43f012b7-ee01-46de-aa21-038fd23c8e14
Issuing Authority : MathWorks
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