Perumal Marimuthu

4th-year Computer Science and Engineering student at SRM Institute of Science and Technology, skilled in quickly acquiring technical skills and achieving impactful results. Demonstrated leadership as a class representative, with a strong commitment to collaborative teamwork. Actively involved in research and projects, seeking new opportunities to contribute to technological innovation.

• IoT-Enabled Microclimate Monitoring System for Precision Agriculture - Ongoing Research Project

Developing an IoT-based system for real-time soil monitoring, capturing data on moisture, sunlight, and

temperature levels. Integrated automated irrigation control to optimize water usage based on soil condition

metrics, enhancing agricultural efficiency and sustainability.

• Automated Text Summarizer using Natural Language Processing(NLP)

Designed and implemented an automated text summarizer using advanced Natural Language Processing (NLP)

techniques, including transformer models and abstractive summarization algorithms, to generate concise and

accurate summaries from large text corpora. Optimized the system for high precision and relevance in information

retrieval tasks

• Predictive Analytics for Car Valuation Using Machine Learning

Engineered a Car Price Prediction System utilizing advanced machine learning algorithms, including regression

models and ensemble techniques, to accurately estimate vehicle prices based on various features. Implemented data preprocessing and feature engineering to optimize model performance and prediction accuracy.

• Neural Network-Based Multiobjective Algorithm for Dynamic Workflow in Cloud Computing

Developed a neural network-based algorithm to optimize multiple objectives in dynamic cloud computing workflows. The research was based on optimizing resource allocation efficiency and reducing execution time across varying cloud environments.

• Employee Management System

It has user authentication, role-based access control, and automatic performance reporting. The JavaScript, Python (Flask), and MySQL technologies used in this development make it highly scalable with the proper management of employee data and payroll.

Specialization in Machine Learning, November 2023

University of Washington, Coursera

Foundations of Data Analysis ,October 2023

Google,Coursera

Fundamentals of Networking,April 2023

CISCO

Network Support and Security,November 2023

CISCO

Supervised Machine Learning : Regression and Classification,October 2023

Stanford,Coursera

Introduction to Medical Software,April 2023

Duke University,Coursera

Research Presentation: Presented a paper titled "Precision Agriculture: Integrating Computer Technology for Sustainable Crop Management and Yield Optimization" at SRM Research Day, SRM IST.

IEEE Ideathon: Secured 4th place in the Ideathon conducted by IEEE Computer Society.

SRM Techno Hackathon: Achieved a top 5 position among 50 teams in the SRM Techno Hackathon, in collaboration with JA ASSURE, Singapore.

Founder Club Hackathon: Selected as one of the top 5 teams in a hackathon organized by the Founder Club of the Incubation and Development Centre at SRM IST.

IEI Coding Contest: Ranked among the top 10 contestants out of 120 in the coding contest conducted by the IEI Students Chapter.

• Youth India Foundation
• SRM Social Club