Education
- Master of Science in Computer Science (ongoing) - University of Regina, Regina, Canada
- Bachelor of Technology: Computer Science With Specialization in AI & ML - Vellore Institute of Technology - Chennai, India (GPA: 8.20/10.00)
- Graduated: July 2019 - August 2023
Research Experience
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Research Intern at Ericsson Global R&D (December 2022 - July 2023)
- Implemented an Anomaly Detection Algorithm as part of the research team.
- Collaborated with cross-functional teams to develop and fine-tune the algorithm for optimal performance.
- Authored a research paper titled "Adaptive Thresholding Heuristic for KPI Anomaly Detection."
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Research Intern at Mitacs Globalinks Canada (May 2022 - August 2022)
- Implemented Federated Learning (FL) algorithms, a cutting-edge approach in Deep Learning.
- Gained hands-on experience and deepened knowledge in the field using Cifar10 and Alzheimer's Dataset.
- Employed a client-server model approach using the Avalanche library to achieve results.
Relevant Skills
Experienced in implementing cutting-edge machine learning algorithms and technologies, with proficiency in:
- Implemented Learning Without Forgetting (LWF) algorithm from scratch on Split-MNIST dataset using PyTorch.
- Implemented Elastic Weight Consolidation (EWC) theory on Permuted-MNIST and Split-CIFAR10 dataset from scratch.
- Created multiple text classifiers for multiple labels using Bert service and classic NLP approach.
- Implemented a handwriting-to-text conversion system employing Beam search and NLP techniques.
- Implemented ACGAN and WGAN on a Split-CIFAR10 dataset.
- Currently working on launching a startup involving React, Flask, Python, PyTorch, and other related technologies.
Projects
Personal Summary
Highly motivated and dedicated student with a passion for cutting-edge technologies and advancements in the field of machine learning and artificial intelligence. Experienced in implementing innovative algorithms and conducting impactful research projects, recognized for exceptional performance in internships, and awarded for outstanding contributions. Committed to driving advancements in the industry and eager to contribute expertise to impactful projects.