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CollabCraft
May 10, 2024 – May 16, 2024
Collaborative Filtering: Item-Item collaborative filtering and User-User collaborative filtering
View ProjectGlasses-Detection-from-Human-Face-Images
May 8, 2024 – May 16, 2024
This project uses TensorFlow and Keras to develop a deep learning model for detecting glasses on human faces in images. It employs convolutional neural networks (CNNs) to classify images into "with glasses" and "without glasses" categories, offering a versatile tool for applications like facial recognition and virtual try-on experiences.
View ProjectLink-Relevance-Ranking
May 8, 2024 – May 8, 2024
Implementing HITS and PageRank Algorithms
View ProjectScrum-vs-Kanban
May 6, 2024 – May 17, 2024
Comparative analysis for most suited approach for Software Development
View ProjectShakespearAI
May 6, 2024 – May 17, 2024
Generating Shakespearean Text with LSTM Neural Networks: This project uses LSTM networks to generate text in the style of William Shakespeare. It explores the intersection of literature and AI by mimicking the rich linguistic nuances and poetic depth of Shakespearean prose and poetry.
View ProjectCulinaryCanvas
May 5, 2024 – May 5, 2024
Culinary Canvas is an Information Retrieval System course project aimed at creating an advanced recipe search algorithm. The project utilizes techniques such as topic modeling, keyword extraction, and similarity scoring to provide users with relevant recipes based on their input.
View ProjectITNU-CSE-SPI-Calculator
January 4, 2024 – January 5, 2024
Welcome to the ITNU-CSE-SPI-Calculator repository! This project is a simple tool designed to help students at the Institute of Technology, Nirma University, calculate their Semester Performance Index (SPI) effortlessly.
View ProjectHostel-Management-System
November 29, 2023 – May 6, 2024
A straightforward hostel management system featuring 3-4 functional modules that can be easily expanded as required. The code is intentionally basic, designed to serve as a platform for exploration and experimentation with PHP while implementing fundamental database management system (DBMS) concepts.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal learning and exploration in data science and AI. The diversity of projects, from information retrieval to natural language generation and computer vision, indicates a curious and self-motivated individual. However, the lack of team projects or professional experience makes it challenging to fully assess cultural fit in a collaborative work environment. The projects are well-aligned with a Data Scientist role.
Soft Skills & Operational Fit
The candidate's project descriptions indicate an ability to work on self-directed projects and explore various technical domains. However, without formal work experience or psychometric test results, it is difficult to assess soft skills like teamwork, communication, or stress handling. The project 'Scrum-vs-Kanban' suggests an awareness of software development methodologies.