About Me
Hey 👋.
I am currently working as an Application Support Engineer 2 at MathWorks Inc. Previously, I pursued my Masters in Computer Science from Indian Institute of Technology, Kanpur and my Bachelors in Computer Science from NIT Srinagar. My research interest lie in the field of Deep Learning and Explainability. Whenever I get time, I love to read about human psychology and neuroscience. You can find the books I've read so far here.
Skills
I have 3 years of experience in Machine Learning and Deep Learning. I am proficient in Python Programming. For the machine learning framework I am proficient in pyTorch and TensorFlow.
Resume
Publications
COGMEN: COntextualized GNN based Multimodal Emotion recognitioN
Accepted at NAACL 2022
(In Camera Ready)
Adv-OLM: Generating Textual Adversaries via OLM
In Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics EACL 2021): Main Volume, Santa Clara, CA.
Paper | CodeExperience
Application Support Engineer 2
August 2021 - Present
MathWorks Inc.
Implemented Graph convolutional Network for energy prediction given the atomic forces for chemical dataset.
QUBO optimization for Linear Regression and SVM on QPU DWave-2000Q
Performed interpretability (Occlusion, LIME, GradCAM) analysis of Quantized models.
Added adversarial attacks (FGSM, BIM) functionality in Quantized model and analysed robustness of Quantized models to such adversarial attacks.
Worked across teams and in direct contact with customers to resolve queries related to MATLAB products.
Education
Master of Technology (Computer Science)
2019 - 2021
Indian Institute of Technology, Kanpur
CPI: 8.6
Bachelor of Technology (Computer Science)
2014 - 2018
National Institute of Technology, Srinagar
CGPA: 9.171
Intermediate
2012 - 2014
New Convent Higher Secondary, Srinagar
Percentage: 95.2
Achievements
- Secured AIR 323 and AIR 450 in GATE 2018 and GATE 2019 respectively.
- Departmental Rank 1 in B.Tech.
