Garima Sharma

Garima Sharma Email and Phone Number

PhD | Machine Learning | Data Science @ Culture Amp
richmond, victoria, australia
Garima Sharma's Location
Greater Melbourne Area, Australia
Garima Sharma's Contact Details

Garima Sharma personal email

About Garima Sharma

I am an IT professional and researcher in data science, Human centred AI and machine learning, passionate about developing and implementing AI-driven solutions that prioritise user needs. During my research studies, I worked on automatic affective behaviour analysis of groups of people using computer vision and machine learning algorithms such as multimodal learning, graph neural networks, fusion techniques and recurrent neural networks.https://github.com/shgnag

Garima Sharma's Current Company Details
Culture Amp

Culture Amp

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PhD | Machine Learning | Data Science
richmond, victoria, australia
Website:
cultureamp.com
Employees:
433
Garima Sharma Work Experience Details
  • Culture Amp
    Data Scientist
    Culture Amp Nov 2023 - Present
  • Monash University
    Phd
    Monash University Sep 2019 - Jul 2023
    Melbourne, Australia
    - Designed and developed machine learning-based methods for automatic audio-visual affective behaviour analysis for people in groups- Implemented networks using recurrent neural networks and graph neural networks in PyTorch and Python (used Numpy, Pandas, and scikit-learn)- Machine learning models designed and trained from scratch- Quantitative and qualitative analysis - Published research papers in IEEE Transactions on Affective Computing, ACM Multimedia and International Joint Conference on Neural Networks
  • Monash University
    Research Assistant
    Monash University Mar 2022 - Dec 2022
    Melbourne, Victoria, Australia
    DARPA project on Dialog assistance based on Cross Culture Understanding project.- Designed and implemented machine learning-based systems using various neural network-based algorithms- Trained and fine-tuned machine learning systems- Developed and deployed the systems
  • Monash University
    Teaching Associate
    Monash University Jul 2020 - Jun 2021
    Clayton, Victoria, Australia
  • Indian Institute Of Technology, Ropar
    Teaching Assistant
    Indian Institute Of Technology, Ropar Aug 2017 - Jul 2019
    India
    - Introduction to Computing and Data Structures- Computer Vision- Advanced Computer Vision
  • National Institute Of Technology Hamirpur
    Lecturer
    National Institute Of Technology Hamirpur Jul 2016 - Jul 2017
    India

Garima Sharma Skills

Python Affective Computing Machine Learning Deep Learning Computer Vision

Garima Sharma Education Details

Frequently Asked Questions about Garima Sharma

What company does Garima Sharma work for?

Garima Sharma works for Culture Amp

What is Garima Sharma's role at the current company?

Garima Sharma's current role is PhD | Machine Learning | Data Science.

What is Garima Sharma's email address?

Garima Sharma's email address is ga****@****ail.com

What schools did Garima Sharma attend?

Garima Sharma attended Monash University, Himachal Pradesh University, Himachal Pradesh University.

What skills is Garima Sharma known for?

Garima Sharma has skills like Python, Affective Computing, Machine Learning, Deep Learning, Computer Vision.

Who are Garima Sharma's colleagues?

Garima Sharma's colleagues are A Webb, Elizabeth Sykes, Romesh Udalagama, Jake Bredstrand, Lucy Welsh, Leo Ochoa, Rosie Willson.

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