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Hand-Digit-Recognition
April 16, 2023 – April 16, 2023
This project involves recognition of hand-written digit using ANN, written in Python and utilizing TensorFlow and Keras. It includes pre-processing scripts, model training and evaluation, and visualization tools, along with a pre-trained model for easy implementation.
View ProjectFace_Eyes-Detection
April 16, 2023 – April 16, 2023
This project aims to build a real-time face and eyes detection system using OpenCV. The Haarcascade classifier is used to detect faces and eyes in an image as well as real time. The detected faces and eyes are highlighted using rectangles.
View ProjectUsed-Car-Price-Prediction
March 19, 2023 – March 19, 2023
This is a used car price prediction project that includes exploratory data analysis (EDA) of a dataset containing information on used cars listed for sale in the United States. The file provides a brief overview of the dataset, the EDA process, and the conclusion.
View ProjectFlight-Price-Prediction
March 19, 2023 – March 19, 2023
This is flight price prediction project that includes exploratory data analysis (EDA) of a dataset containing information on domestic flights in the United States. The file provides a brief overview of the dataset, the EDA process, and the conclusion.
View ProjectEmail-Spam-BERT
March 16, 2023 – March 16, 2023
This project aims to build a model to detect email spam and fine-tuning it with the BERT model using TensorFlow.
View ProjectSports-Person-Classifier
March 16, 2023 – March 16, 2023
A celebrity face classifier based on OpenCV uses machine learning and computer vision techniques to recognize and classify well-known personalities in images and videos.
View ProjectImage_classification
March 16, 2023 – March 16, 2023
This Github repository provides a codebase for image classification using ANN, written in Python and utilizing TensorFlow and Keras. It includes pre-processing scripts, model training and evaluation, and visualization tools, along with a pre-trained model for easy implementation.
View ProjectSentiment-Analysis
March 16, 2023 – August 19, 2023
This readme explains how to perform sentiment analysis on tweets related to the Russia-Ukraine war using Python and the NLTK library. Sentiment analysis can help to understand public opinion on the conflict. It covers data collection, data preprocessing, and sentiment analysis using the VADER sentiment analyzer.
View ProjectCultural Fit Analysis
The candidate has a strong focus on personal projects, primarily in machine learning and computer vision. While this demonstrates initiative and passion for the field, the lack of professional experience, team projects, or diverse roles makes it difficult to assess cultural fit within a structured organizational environment. The projects are aligned with a Machine Learning Engineer role, but the breadth of skills outside of core ML/DL is limited.
Soft Skills & Operational Fit
The candidate's profile primarily showcases technical project work. There is insufficient data to assess soft skills such as teamwork, problem-solving under pressure, or communication in a collaborative environment. Operational fit cannot be fully determined without more information on work experience or team-based projects.