8960

  • Qualification
    Doctorate Degree

About Candidate

As an IT professional and researcher specializing in AI, I am dedicated to creating user-centric solutions that harness the power of data science and machine learning. With a proven track record of designing and implementing AI-driven projects, I am passionate about making a tangible impact by aligning technology with user needs.

Education

P
PhD 2023
Monash University

In interactions among individuals and between humans and computers, group behavior can exert mutual influence. This project addressed computational challenges within group dynamics by establishing a versatile modeling framework, fostering practical applications in affective computing, human-computer interaction, and social-signal processing.

M
M.Tech 2015
Master's in Computer Science
B
B.Tech Honors 2013
Bachelor's degree in Information Technology

Work & Experience

R
Research Assistant March 2022 - Dec 2022
Monash University

- Collaborated closely with a team of researchers on a cutting-edge machine learning project. - Assisted in data collection, preprocessing, and cleaning of large-scale datasets. - Developed, implemented and deployed machine learning models using Python and PyTorch. - Designed and conducted experiments to evaluate model performance, fine-tuned hyper parameters, and optimized algorithms for better accuracy and efficiency. Skills used: Python, PyTorch, TensorFlow, Transformers, Natural Language Processing, Docker, Collaboration, Communication

T
Teaching Associate July 2020 - June 2021
Monash University

Designed and conducted practical sessions covering edge detection, object detection, segmentation and Generative Adversarial Networks (GANs). Skills used: Python, TensorFlow, NumPy, scikit-learn, Jupyter Notebook, Video analysis, Communication and presentation

Awards

W
Winner of Backchannel Detection Challenge 2022
Winner of the backchannel detection challenge, MultiMediate: Multi-modal Group Behaviour Analysis for Artificial Mediation, Grand Challenge at ACM Multimedia 2022.
G
Grants 2022
- SIGMM Student Travel award to ACM Multimedia Conference - Diversity Grant in Asian Conference on Computer Vision