Summary
Overview
Work History
Education
Skills
Languages
Hobbies and Interests
Certification
Timeline
Generic

Vidyashree N

Bengaluru

Summary

Data Scientist with 8+ years of experience in machine learning, deep learning, and AI technologies, driving product innovation in FMCG, automotive, and research sectors. Expertise in NLP, image processing, and Generative AI to address complex challenges and improve decision-making efficiency. Proven track record in developing end-to-end data science solutions, including ingredient scoring models and sentiment analysis, resulting in reduced time-to-market and increased business value. Recognized for effective cross-functional collaboration and a proactive approach to innovation.

Overview

10
10
years of professional experience
1
1
Certification

Work History

Senior Data Associate – Data Scientist

Unilever
Bengaluru
08.2022 - Current
  • Developed machine learning models for ingredient benefit scoring to optimize product formulations and enhance claims substantiation, utilizing natural language processing (NLP) to analyze scientific literature.
  • Implemented AI algorithms for functional activity identification of ingredients, enabling data-driven decisions in new product development and reducing time-to-market.
  • Improved accuracy of ingredient benefit prediction by 15%.
  • Generated insights from large datasets using data visualization techniques, aiding formulators and marketing teams in strategic decisions.
  • Created custom applications, including tools for automated ingredient data analysis.
  • Developed image segmentation models using neural networks for assessing face care and hair care product efficacy.
  • Applied Generative AI (GenAI) techniques to accelerate product development and enhance consumer insight analysis.
  • Developed LLM-based sentiment analysis frameworks to extract insights from unstructured feedback data.

Technical Specialist – Next Generation Technologies

Xitadel CAE Technologies India Pvt. Ltd
Bengaluru
10.2019 - 12.2021
  • Designed deep learning software architectures for automatic meshing of complex CAE models.
  • Developed scalable image classification and object detection models using large datasets.
  • Built data annotation and visualization tools for analysis workflows.
  • Utilized Python extensively for algorithm development and prototyping.
  • Led a team in data analytics and image preprocessing projects.
  • Created proof-of-concept (POC) solutions for IoT-related projects.

Project Engineer

Axiom Consulting Pvt. Ltd
Bengaluru
07.2016 - 10.2019
  • Worked on cloud platforms (AWS, Azure) for IoT-based product development.
  • Designed diagnostic algorithms for signal analysis and condition monitoring using MATLAB.
  • Developed ML algorithms for digit recognition and sensor data prediction.
  • Processed large volumes of random vibration data from sensor networks mounted on transport vehicles.
  • Built custom data visualization dashboards for engineering teams.
  • Tools used: MATLAB, LabVIEW

Research Associate

Nitte Meenakshi Institute of Technology
Bengaluru
07.2015 - 07.2016
  • Coordinated a DRDO-sponsored project on simulation and modeling of MEMS microphones and signal conditioning electronics.
  • Designed MEMS accelerometers and hydrophones using Comsol Multiphysics and CoventorWare.
  • Assisted in M.Tech and B.E research projects in embedded systems and sensor simulation.

Education

M.Tech - VLSI Design and Embedded Systems

Nitte Meenakshi Institute of Technology
Bengaluru

B.E - Electronics and Communication Engineering

Sambhram Institute of Technology
Bengaluru

Skills

  • Python
  • Machine learning
  • Deep learning
  • Image classification
  • Data visualization
  • Effective communication
  • Statistical analysis
  • Random Vibration Analysis
  • Predictive modeling
  • Teamwork and collaboration
  • Image segmentation
  • Generative AI

Languages

  • English, Fluent
  • Kannada, Fluent

Hobbies and Interests

  • Gaming Application Development
  • Artificial Intelligence Projects
  • GenAI and LLM Innovation

Certification

  • Secured badge for completing planning and preparing to develop AI solutions on Azure course

Timeline

Senior Data Associate – Data Scientist

Unilever
08.2022 - Current

Technical Specialist – Next Generation Technologies

Xitadel CAE Technologies India Pvt. Ltd
10.2019 - 12.2021

Project Engineer

Axiom Consulting Pvt. Ltd
07.2016 - 10.2019

Research Associate

Nitte Meenakshi Institute of Technology
07.2015 - 07.2016

M.Tech - VLSI Design and Embedded Systems

Nitte Meenakshi Institute of Technology

B.E - Electronics and Communication Engineering

Sambhram Institute of Technology

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Vidyashree N