Neha Petkar

Aspiring Machine Learning Engineer
Bellary, IN.

About

Highly motivated Artificial Intelligence and Machine Learning student with a strong academic background and hands-on experience in developing innovative AI/ML solutions. Proven ability to apply advanced NLP techniques, machine learning algorithms, and deep learning architectures to create intelligent systems, demonstrated through projects in user authentication, music analysis, chatbots, and recommendation engines. Eager to leverage technical expertise and problem-solving skills to contribute to a dynamic software industry.

Education

Srinivas University Institute of Engineering and Technology
Mangalore, India, India

→

Bachelor's

Artificial Intelligence and Machine Learning

Grade: 7.86 CGPA

Prarthana PU Science College
Bagalkot, India, India

→

Pre-University Course

Physics, Chemistry, Mathematics, Computer Science (PCMCS)

Grade: 83.34%

Jindal Adharsh Vidhyalay
Bellary, India, India

→

SSLC

General Studies

Grade: 88.33%

Languages

English
Hindi

Certificates

GenAI Powered Data Analytics

Issued By

Tata's Forage

JavaScript

Issued By

Certiport (IT Specialised)

Introduction to NLP

Issued By

Infosys Springboard

Machine Learning

Issued By

NITK, CSD Lab

Skills

Programming Languages

Java, Python, JavaScript.

Web Technologies

HTML, CSS, Bootstrap.

Databases

SQL.

AI/ML & Data Science

Machine Learning, Generative AI, Large Language Models (LLMs), Natural Language Processing (NLP), Deep Learning (CNN), Data Analysis, Collaborative Filtering, Content-Based Filtering.

Tools & Software

MS Excel.

Soft Skills

Communication, Presentation, Leadership, Time Management, Teamwork.

Projects

Keystroke Dynamics User Identification System

Summary

Developed a machine learning model to analyze typing patterns for user authentication, enhancing security measures.

Multilingual Music Analysis System

Summary

Designed and implemented a Multilingual Music Analysis System to automatically categorize music audio files by scale, genre, and instrument type.

AI-based Chatbot Development

Summary

Developed an AI-based chatbot leveraging Natural Language Processing (NLP) for effective user interaction and integrated it with popular messaging platforms.

AI-based Recommendation System

Summary

Designed and implemented an AI-based recommendation system utilizing machine learning algorithms and a robust data collection framework.

Neha Petkar