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static_analysis_codegen_llms
October 26, 2023 – November 29, 2023
This repository contains code base for project titled Leveraging static analysis for evaluating code-generation models developed during the CSCI 544 Applied Natural Language Processing course, Fall 2023, at the University of Southern California (USC).
View ProjectCongestionControl-GNN
December 23, 2022 – July 20, 2023
CongestionControl-GNN — GitHub repository
View Projectindian-sign-language-classification
August 31, 2022 – August 31, 2022
This repository includes the code for the two approaches for identification and classification of Sign Language. The object detection-based approach utilizes a model built on scaled YOLOv4 architecture which performs a frame-by-frame inference and the Pose-based approach utilizes an LSTM model which takes the skeletal pose landmarks from Mediapipe for a sequence of frames as an input to infer and predict the action.
View ProjectHacktoberfest2021
September 30, 2021 – November 1, 2021
A guide to help you contribute to Hacktoberfest 2021 and to get you started towards Open Source Contribution.
View ProjectARSA
October 24, 2020 – January 13, 2023
An application for performing Sentimental Analysis
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, particularly in the areas of machine learning, natural language processing, and computer vision. This indicates a self-driven individual with a passion for exploring new technologies. The diversity of projects, from Hacktoberfest contributions to advanced NLP and 3D vision assignments, suggests a broad technical curiosity. However, the lack of professional experience or team-based projects makes it difficult to fully assess cultural fit in a collaborative work environment. The target role of 'Data Scientist' aligns well with the technical themes of many projects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.