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YT-Async-Search-App
March 21, 2024 – March 22, 2024
This is a simple application that allows you to search for YouTube videos asynchronously. It uses the YouTube API to fetch the search results and display them on the page. The application is built using Django REST framework and Streamlit. Celery is used to handle the asynchronous tasks i.e. for polling the API after every 10 seconds.
View ProjectData-Extractor-app
June 13, 2023 – January 11, 2024
This application takes in a PDF/PNG/JPEG/JPG file and extracts its data to create a csv file. Currently works well for well formatted invoices, with proper segregation of data.
View ProjectIntel-Image-Classification
March 15, 2023 – March 16, 2023
Multiclass image classification problem solved by using feature extraction and fine tuning on pretrained models.
View ProjectDevFinder
March 2, 2023 – March 15, 2024
A social media for developers. Enables college students/developers to connect, learn and grow. Leverages AI to prohitbit NSFW content and profane comments to keep the platform clean.
View ProjectDL-practical-fundamentals-TensorFlow
February 16, 2023 – April 23, 2023
Code resources to prepare for the TensorFlow developer certification
View ProjectBrain-Tumor-Classification-Using-Transfer-Learning
December 14, 2022 – March 28, 2023
Brain Tumor MRI images have been classified into 4 classes by using Transfer Learning Models.
View ProjectMovie-Recommendation-System
October 24, 2022 – April 1, 2023
This project uses the TMDB dataset to recommend 5 movies to a user based on his current choice. Uses a content based recommendation system.
View ProjectQuora-Question-Pair-Similarity
August 20, 2022 – October 20, 2022
This project classifies question pairs as duplicate or non-duplicate by using NLP techniques for text preprocessing and feature extraction and then applying classification algorithms on the extracted features.
View ProjectDSA
February 17, 2022 – June 5, 2023
This repository has all the questions which I have solved while learning DSA from various resources.
View ProjectSPPU-COMP-2019-PRACTICALS
December 12, 2021 – April 25, 2024
This repository contains all the practical assignments which I have done as part of my coursework.
View ProjectCultural Fit Analysis
The candidate's portfolio of personal projects, particularly in AI/ML, aligns well with a data scientist role. The variety of projects (NLP, computer vision, recommendation systems, data extraction, async processing) demonstrates a broad interest and willingness to explore different domains within data science. The 'DevFinder' project, which leverages AI for content moderation, also shows an awareness of practical application and ethical considerations in AI. The 'SPPU-COMP-2019-PRACTICALS' and 'DSA' repositories indicate a foundational understanding of computer science principles.
Soft Skills & Operational Fit
The candidate's project descriptions are clear and concise, indicating good written communication. The diversity of personal projects suggests a proactive and self-driven individual. However, without psychometric test results or interview data, it's difficult to assess other soft skills like teamwork, stress handling, or leadership.