Open to opportunities

FARAZ BAIG User

@farazbaiguser

Mechanical Design Engineer who developed mechanical components at AssociatedEngineers and researched machine learning for bearing fault classification.

India

Message

What I'm looking for

I’m seeking opportunities to apply my knowledge in drone technology, snake robot locomotion, and machine learning to solve real-world challenges and advance robotics. I’m interested in innovative projects and collaboration with multidisciplinary teams.

At AssociatedEngineers, I designed and developed mechanical components and systems using SolidWorks and AutoCAD. I created 2D and 3D models and technical drawings for production and prototyping.

For my M. Tech dissertation at Aligarh Muslim University, I studied fault classification in ball bearings using machine learning. I developed models using SVM, KNN, 2D CNN, Decision Trees, and Random Forests to classify faults in vibration data.

My work on bearing fault classification also resulted in a comparative study of K-NN and RF classifiers, published in Advances in Mechanics of Materials and presented at ICMEI3 2024.

I’m seeking opportunities to apply my knowledge in drone technology, snake robot locomotion, and machine learning to real-world challenges and contribute to innovative robotics projects with multidisciplinary teams.

Experience

Work history, roles, and key accomplishments

Mechanical Design Engineer

Associated Engineers

Jan 2020 - Jan 2022 (2 years)

Designed and developed mechanical components and systems using SolidWorks and AutoCAD. Created detailed 2D and 3D models and technical drawings for production and prototyping.

Solidworks Autocad 2D 3D Design Parametric Modeling Prototyping technical drawings

Education

Degrees, certifications, and relevant coursework

Aligarh Muslim University

M. Tech, Mechanical Engineering

M. Tech in Mechanical Engineering with specialization in Robotics and Automation. Dissertation on fault classification in ball bearings using machine learning methods.