Open to opportunities

MUKESH Kumar Gurjar

@mukeshkumargurjar

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Aspiring bioengineer with expertise in machine learning and data analysis.

India

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What I'm looking for

I am looking for a role that fosters innovation and collaboration, where I can apply my technical skills and contribute to impactful projects.

I am a dedicated and passionate bioengineering student at IIT Jodhpur, graduating in 2023. My academic journey has been marked by a strong focus on machine learning and its applications in biosciences. I have successfully trained models using CNN and RNN to generate captions for images, showcasing my ability to blend technology with biological insights.

In addition to my academic projects, I have developed a web portal for the Bioengineering Society at IIT Jodhpur using Django, where I implemented a robust MVC structure. My experience extends to creating an end-to-end machine learning pipeline for facemask detection, where I utilized various classifiers and feature reduction techniques to enhance model accuracy. I am eager to leverage my skills in a challenging role that allows me to contribute to innovative projects in the field of bioengineering.

Experience

Work history, roles, and key accomplishments

Evolutionary Study of Proteins

IIT Jodhpur

Jan 2023 - Apr 2023 (3 months)

Conducted research on thermophilic proteins that function under extreme conditions. Analyzed protein sequences and structures, and generated phylogenetic trees for homologous proteins.

Bioinformatics Phylogenetics Python Data Analysis Thermophilic Proteins Structural Biology Research Methodology

Image Caption Generator

IIT Jodhpur

Jan 2023 - Apr 2023 (3 months)

Developed a model using CNN and RNN to generate captions for images from the Flicker8k dataset. Investigated semantic interpretation of hidden LSTM states and utilized top-down and bottom-up approaches for image representation and object detection.

CNN RNN Image Processing Python Deep Learning TensorFlow Object Detection Machine Learning

BioSoc Web Portal Developer

IIT Jodhpur

Jan 2023 - Apr 2023 (3 months)

Developed a MVC-based structure for the Bioengineering Society of IIT Jodhpur using Django. Worked on backend functionalities and added import-export features for record management.

Django Python MVC Web Development Backend Development Database Management Software Development API Integration Project Management

Face Mask Detection

IIT Jodhpur

Jan 2023 - Apr 2023 (3 months)

Created an end-to-end machine learning pipeline for face mask detection using a dataset of over 100,000 facial images. Implemented various classifiers and data augmentation techniques to enhance model accuracy.

Machine Learning Python TensorFlow MLP

Education

Degrees, certifications, and relevant coursework

Indian Institute of Technology Jodhpur

Bachelor of Technology, Bioengineering

2019 - 2023

Grade: CGPA: 5.85

Activities and societies: Core Member of Prakriti club which is a part of the cultural fest IGNUS. Participated in the 2021 Yoga Challenge organized by the Board of Student Sports. Volunteered at Cultural Fest IGNUS in the security department.

Trained a model using CNN and RNN to generate captions on the flicker8k dataset. Investigated semantic interpretation of hidden LSTM states. Developed a MVC-based structure for the Bioengineering Society of IIT Jodhpur.