Google Cloud Platform -
Aniket Mane
Machine Learning Engineer
Mumbai,MH
Summary
Energetic and goal driven Machine Learning Engineer with background in developing scalable AI solutions. Skilled in Deep Learning techniques with documented history of discovering methods to intelligently use data to enhance performance of the solutions.
Overview
3
3
Languages
2
2
Certifications
10
10
years of post-secondary education
3
3
years of professional experience
Work History
Machine Learning Engineer
Quantiphi Analytics
Mumbai, Maharashtra
01.2018 - Current
- Led a team of ML Engineers to develop AI based service for claim adjudication leveraging the Knowledge graph developed based on Information retrieval of Policy documents using Deep Learning techniques like LSTM based Named Entity Recognition, Transformers for extraction relation between entities and OCR.
- Developed and deployed real time inference pipeline to detect malicious cybersecurity attacks.
- Built a Ride Safety Alert system which was deployed using Kubeflow and other GCP services for an amusement park to detect unsafe behavior by visitors. Built Pose Estimation model and Image Segmentation model as a part of the pipeline.
- Built a Person Reidentificaiton service for a stadium using Deeplearning techniques to develop models for Object Detection,Object Tracking using GCP AI Platform service.
- Built a Fashion based Visual Recommendation model to recommend matching favorable outfits.
- Built automated data preprocessing pipeline to transform raw data to a format usable by the ML model using AWS Lambda
Full Stack Developer
Reportgarden Technologies
Hyderabad, Telangana
06.2017 - 10.2017
- Developed an automatic Invoice Generation webservice using Ruby and ReactJS in the MVC framework.
Education
B.E.(Hons.) - Electrical And Electronics Engineering
Birla Institue Of Technology And Science,Pilani
06.2012 - 05.2017
M.Sc.(Hons.) - Chemistry
Birla Institute Of Technology And Science
06.2012 - 05.2017
Skills
Pytorch
undefinedAccomplishments
- Inspire Scholarship, DST, Govt. Of India for securing Top 1% in IIT JEE 2012
Certification
Python for Data Science - Udemy
Software
AI Platform
AutoML
Amazon Web Services -
SageMaker
Lambda
Neptune
Work Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
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Timeline
Machine Learning Engineer
Quantiphi Analytics
01.2018 - Current
Full Stack Developer
Reportgarden Technologies
06.2017 - 10.2017
B.E.(Hons.) - Electrical And Electronics Engineering
Birla Institue Of Technology And Science,Pilani
06.2012 - 05.2017
M.Sc.(Hons.) - Chemistry
Birla Institute Of Technology And Science
06.2012 - 05.2017
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