NAVYASHREE N

Computer Science Engineering Student | Aspiring Data Scientist & Full Stack Developer
Bengaluru, IN.

About

Highly passionate 3rd-year Computer Science Engineering student with a 9.4 SGPA, holding an AWS Certified Cloud Practitioner certification. Proven ability to translate academic knowledge into practical solutions through impactful internships and innovative projects, recognized among the Top 10 in ideathons and hackathons. Eager to leverage strong technical skills in Python, Data Science, and Full Stack Development to contribute to cutting-edge tech initiatives and drive growth in the industry.

Work

EliteTech
|

Data Science Intern

Bengaluru, Karnataka, India

Summary

As a Data Science Intern at EliteTech, built and deployed real-world data science projects, focusing on predictive maintenance.

Highlights

Developed a predictive maintenance system for industrial equipment, leveraging Temporal Graph Neural Networks (TGNN) to model component interactions and forecast failures.

Built a robust Machine Learning model using Pytorch Geometric and DGL for processing temporal graph data to predict maintenance needs.

Processed complex time-series data and performed advanced feature engineering, enhancing model accuracy for real-world applications.

Oasis Infobytes
|

Data Science Intern

Bengaluru, Karnataka, India

Summary

Recognized as a star performer, translated academic knowledge into practical solutions by designing and developing a comprehensive learning platform.

Highlights

Designed and developed LearnSmart, a responsive web platform providing curated learning resources, top YouTube links, interview preparation materials, and internship opportunities for engineering students.

Integrated a custom AI chatbot to efficiently assist users with queries, improving access to information and enhancing user engagement.

Implemented a real-time email support contact form using EmailJS for seamless communication, ensuring prompt user support.

Awarded 'Star Performer' for exceptional performance and demonstrated skills during the internship tenure.

Prodigy Infotech
|

Data Science Intern

Bengaluru, Karnataka, India

Summary

Gained hands-on experience as a Data Science Intern, contributing to the development of a data science project.

Highlights

Acquired one month of practical experience in the data science lifecycle, focusing on project creation and implementation.

Applied foundational data science concepts to solve practical problems, enhancing problem-solving and analytical skills.

Contributed to a data science project, developing initial skills in data processing, analysis, and model conceptualization.

Volunteer

Environmental Awareness Workshop
|

Participant

Bengaluru, Karnataka, India

Summary

Engaged in sustainability practices and discussions around eco-friendly technologies and environmental responsibility.

Highlights

Actively participated in workshops focused on sustainability practices and eco-friendly technologies.

Engaged in discussions on environmental responsibility, contributing to a deeper understanding of sustainable solutions.

Demonstrated commitment to environmental stewardship through active learning and participation in eco-conscious initiatives.

Technical Fest & College Events
|

Volunteer & Coordinator

Bengaluru, Karnataka, India

Summary

Coordinated logistics and assisted in organizing tech competitions, enhancing teamwork and event management skills.

Highlights

Coordinated logistics for major technical festivals and college events, ensuring smooth operations for over 500 participants.

Assisted in organizing multiple tech competitions, contributing to successful event execution and participant engagement.

Enhanced teamwork and event management skills through active participation and leadership in various organizational tasks.

Education

AMC Engineering College
Bengaluru, Karnataka, India

B.E.

Computer Science Engineering

Grade: 9.4 SGPA

Courses

Data Structures & Algorithms

Full Stack Development

Data Science

Girls Independent PU College Sagara
Sagara, Karnataka, India

PU

Pre-University Course

Grade: 90%

Govt High School Maruthipura
Maruthipura, Karnataka, India

SSLC

Secondary School Leaving Certificate

Grade: 94.24%

Awards

Hackathon Finalist

Awarded By

Energze 2.0: AC-DC Hybrid Leap for EV Evolution

Achieved finalist status in the 'Energze 2.0' Hackathon for proposing a hybrid EV system integrating DC generators and gear mechanisms to enhance energy efficiency and mileage.

Ideathon Participant

Awarded By

AI for Social Good

Participated in the 'AI for Social Good' Ideathon, designing an AI-powered Blind Navigation System using RFID and real-time voice feedback to support visually impaired individuals.

Best Presented Paper Award

Awarded By

International Conference

Received the 'Best Presented Paper Award' at an international conference for the research paper 'Predictive Maintenance of Industrial Equipment using Temporal Graph Neural Networks (TGNN)'.

Marathon Finisher

Awarded By

College/City Event

Successfully completed a marathon promoting health, fitness, and community engagement.

100 Days Coding Challenge Completion

Awarded By

Self-driven Initiative

Completed a self-driven 100 Days Coding Challenge, solving Data Structures and Algorithms problems from top tech companies (Arrays, Trees, DP, Graphs), demonstrating strong problem-solving skills.

Publications

Predictive Maintenance of Industrial Equipment using Temporal Graph Neural Networks (TGNN)

Published by

International Conference

Summary

Presented a research paper leveraging temporal and relational data for fault detection in industrial equipment, showcasing advanced ML and data processing techniques.

Certificates

AWS Certified Cloud Practitioner

Issued By

Amazon Web Services (AWS)

Skills

Programming Languages

Python, C.

Data Science & Machine Learning

Data Science, AI/ML, PyTorch, Prompt Engineering, matplotlib, numpy, Power BI, AI-expiry prediction, ML framework, TGNN, Graph representation learning, Time-series data.

Web Development

Web Development, Fullstack, React.js, Tailwind CSS, React Router, Node.js, Express.js, Chatbot-ChatGPT web integration, EmailJS.

Cloud Platforms

AWS, Azure, Cloud (dynamic tag-location mapping).

Embedded Systems & IoT

Embedded Systems, Microcontrollers, DC Generator System, IoT Layer-Sensors, RFID tags, arduino.

Tools & Technologies

Git, GitHub, CAD Tools, MATLAB-Simulating, PowerBI-performance visualization, Voice-enabled systems, Web tech for dashboard, Text-to-speech APIs, Microcontroller programming, Database Management, Pytorch Geometric, DGL.

Design

UI-UX design.

Core Computer Science

Data Structures & Algorithms.

Projects

LearnSmart AI-Enhanced Learning and Career Hub

Summary

Designed and developed a responsive web platform tailored for Engineering students to access curated learning resources, top YouTube links, interview prep materials, and internship opportunities.

Energze 2.0: AC-DC Hybrid Leap for EV Evolution

Summary

Designed to revolutionize EV's by enhancing their range efficiency and sustainability through continuous energy recycling.

Waste-Not-Wizard: Smart Hub for Zero Waste Kitchen

Summary

Developed a smart hub addressing real-world issues of daily household food waste, aiming to reduce 1.3 billion tons of food wasted annually.

AI-Powered RFID Navigation Assistant for the Visually Impaired

Summary

Created an assistive navigation system to empower visually impaired individuals, providing real-time location-based audio alerts.

Predictive Maintenance of Industrial Equipment using TGNN

Summary

Developed a predictive maintenance system for industrial equipment using Temporal Graph Neural Networks (TGNN).

NAVYASHREE N