Monali Patel

Assistant Professor | Ph.D. Candidate

Dedicated and passionate educator with over two years of teaching experience and a strong academic background, currently pursuing a Ph.D. Skilled in curriculum development, research, and student mentorship.

+91 7874836483
monalirakeshpatel@gmail.com
Valsad, India
Ph.D. Candidate

Computer Engineering

Machine Learning & Deep Learning

About Me

Learn more about my background and expertise

Profile Image

Dedicated and passionate educator with over two years of teaching experience and a strong academic background, currently pursuing a Ph.D. Skilled in curriculum development, research, and student mentorship, with a commitment to fostering a dynamic and engaging learning environment.

My research interests include Machine Learning and Deep Learning applications in various domains. As an Assistant Professor, I'm committed to helping students achieve their academic goals while advancing my research work.

I believe in a teaching philosophy that combines theoretical knowledge with practical applications, creating an interactive and inclusive classroom environment where students can thrive.

My Skills

Expertise and capabilities I've developed throughout my career

Soft Skills

  • Teaching & Curriculum Development
  • Effective Communication
  • Presentation & Public Speaking
  • Leadership & Team Management
  • Research & Analysis

Technical Skills

  • Python Programming
  • Web Development (HTML/CSS)
  • C/C++/C# Programming
  • Machine Learning Algorithms
  • Deep Learning Frameworks

Languages

  • English - Professional
  • Gujarati - Native
  • Hindi - Fluent

Education

My academic journey and qualifications

2023 - Present

PhD in Computer Engineering

Indus University, Ahmedabad

Specialization in Machine Learning and Deep Learning

2021 - 2023

Master of Engineering in Information Technology

L.D. College of Engineering, Ahmedabad

Graduated with 8.21 CPI

2017 - 2021

Bachelor of Engineering in Information Technology

Shantilal Shah Government Engineering College

Graduated with 8.34 CGPA

Experience

My professional journey in academia

August 2023 - Present

Assistant Professor

L.J University (LJIET), Ahmedabad

Teaching computer science courses, conducting research, and mentoring students in various technical projects.

2022 - June 2023

Teaching Assistant

L.D College Of Engineering, Ahmedabad

Assisted professors with course material preparation, lab sessions, and student evaluations.

Projects

Innovative projects I've worked on

Deep Learning Computer Vision NLP

Detecting Emotions of MEMEs

Using a hybrid approach of Deep Learning to analyze and classify emotions conveyed in memes by combining visual and textual analysis.

2022-2023

Machine Learning NLP Sentiment Analysis

Sentiment Classification

Implemented machine learning models to classify Amazon Alexa reviews based on sentiment, improving product feedback analysis.

2021-2022

Machine Learning Computer Vision Real-time Detection

Face Mask Detection

Developed a system using machine learning to detect whether individuals are wearing face masks in real-time video feeds.

2020-2021

Research

Academic contributions and publications

Published October 2024

Detecting Emotion of MEMEs Using a Hybrid Approach of Deep Learning

This research paper explores a novel hybrid approach that combines computer vision techniques with natural language processing to accurately detect and classify emotions conveyed in internet memes. The proposed model demonstrates superior performance compared to traditional methods that analyze visual or textual content in isolation.

Selected for publication in Springer Journal.

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