Dhairya Trivedi

MTech graduate in Computer Science with 1 year of experience in Data Analytics, Machine Learning, and Deep Learning. Proficient in Python, C/C++, SQL, and frameworks like TensorFlow, Keras, and Scikit-learn. Skilled in data preprocessing, model optimization, and deployment. Proven ability to improve model accuracy through research-driven projects. Strong problem-solving and collaboration skills in fast-paced environments.

Credit Card Approval, Decision-making using Machine Learning, 05/24
self project,

• Used Credit Card Approval dataset containing credit card applications from the UCI Machine Learning Repository.
• Analyzed and pre-processed the dataset by handling the missing values, encoding the non-numeric data and scaling
• Trained a logistic regression model on training dataset and achieved the best test accuracy of 84% using grid-search.

Movie Recommendation - Recommendation system using Machine Learning, 06/24
self project,

• Used a dataset containing summarized movie plots from sources like Wikipedia and IMDB and merged them
• Analyzed and pre-processed the plot using Tokenization and Stemming to apply various clustering algorithms
• Analyzed and pre-processed the plot using Tokenization and Stemming to apply various clustering algorithms
• Implemented a basic recommendation system to get 5 most closely related movies with the given input movie

Machine Learning and Data Analytics, INFOLABZ IT Service PVT. LTD., 07/22,

Studied the fundamentals of Data Analytics and Machine learning in 15 days course., Covered basic data analysis and visualization using pandas and matplotlib and applied elementary regression models.

• Social Service: Volunteered for a period of 2 years and 240 hours in National Service Scheme (NSS), 2019-2021
• Photography: Participated in a national level Photography competition as a photography enthusiast, 2024