Summary
Overview
Work History
Education
Skills
Previous work experience
Publications
Timeline
Pranali Dhane

Pranali Dhane

Lead Data Scientist
Pune

Summary

Data Scientist with 11+ years of experience in computer vision, algorithm development, machine learning and AI. . Well-versed in a spectrum of ML techniques, from supervised and unsupervised learning to deep learning. Experience in working on SOTA techniques in deep learning with tensorflow, keras & pytorch platforms. Adept at leading and executing data science projects in various domains, including computer vision, voice analytics, NLP, and RPA. Proven ability to collaborate seamlessly with cross-functional teams, translating diverse requirements into effective AI/ML solutions. Demonstrated proficiency in software engineering principles and practices, with a strong foundation in Agile methodologies and version control.

Overview

5
5
years of professional experience

Work History

Lead Data Scientist

Michelin India Pvt. Ltd.
Pune
08.2022 - Current
  • • Developed & deployed CNN based models like mask RCNN, yolov5 to extract & read information on tire sidewall. Extracted image quality parameters to benchmark the performance of trained models.
    • Developed Azure ML pipelines for model training and accuracy evaluation.
    • Optimized model in speed and accuracy for production deployment.
    • Led collaborative teams of data engineers and data scientists, employing agile project management methodologies to conceptualize, design, and deliver projects.

Senior Manager

Tata Motors Ltd. & TMLBSL
Pune
07.2019 - 07.2022
  • • Led the development and implementation of AI models and algorithms for various applications such as computer vision, NLP, and voice analytics.
    • Developed and deployed multiple real time imaging solutions on factory shop floor for part identification, dimension measurement, vehicle assembly monitoring, face recognition, activity monitoring, OCR.
    • Deployed these solutions on edge devices using various camera sensors and computing boards like Raspberry pi, Nvidia jetson boards.
    • Trained 30+ interns in image processing, computer vision, ML and AI.

Education

Bachelor of Engineering - Electronics and Telecommunication

Sinhgad College of Engineering, Pune, MH
06.2006 - 06.2010

Percentage: 70.07

Higher Secondary Certificate -

D. B. J. College, India
06.2004 - 04.2006

Percentage: 86.5

Secondary School Certificate -

United English School, India
04.2001 - 04.2004

Percentage: 90.53

Skills

Deep Learning

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Previous work experience

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Publications

  

· Sachin Bangadkar, Pranali Dhane, Smita Nair, Krishnan Kutty “Mapping matrix for perspective correction from fish eye distorted images”, International Conference on Recent Trends in Information Technology - ICRTIT, 2011 

· Pranali Dhane, Ankita Jain, Krishnan Kutty, “A new algorithm for 3D object representation and its application for human face verification”, International Conference on Image and Information Processing-ICIIP, 2011. 

· Pranali Dhane, Krishnan Kutty, Sachin Bangadkar, “A Generic Non-linear Method for Fisheye Correction”, International Journal of Computer Applications, August, 2012. 

· Kumari Behera, Pallavi Kharade, Suresh Yerva, Pranali Dhane, Ankita Jain and Krishnan Kutty “Multi-Camera Based Surveillance System”, World Congress on Information and Communication Technologies (WICT 2012) 

Timeline

Lead Data Scientist - Michelin India Pvt. Ltd.
08.2022 - Current
Senior Manager - Tata Motors Ltd. & TMLBSL
07.2019 - 07.2022
Sinhgad College of Engineering - Bachelor of Engineering, Electronics and Telecommunication
06.2006 - 06.2010
D. B. J. College - Higher Secondary Certificate,
06.2004 - 04.2006
United English School - Secondary School Certificate,
04.2001 - 04.2004
Pranali DhaneLead Data Scientist