ML Architect

Aditi India

7 - 9 years

0 Lacs

bengaluru karnataka india

Posted:5 days ago| Platform: Foundit logo

Apply

Skills Required

defect anomaly detection pep 8 deep learning frameworks

Work Mode

On-site

Job Type

Full Time

Job Description

Summary:

The selected candidate will develop a deep learning-based crack detection algorithm for Company's BrakeView DiscAxle and BrakeView PadAxle systems. The project involves creating a PyTorch-based machine vision algorithm (MVA) to identify cracks in brake disk images, optimized for edge deployment.

Key Responsibilities:

Design and implement a computer vision algorithm for disk crack detection using PyTorch
Train and optimize deep learning models to achieve 95% accuracy
Optimize models for edge deployment (≤150MB size, ≤100ms inference)
Validate models using Company-provided datasets
Conduct UAT testing on production simulators
Participate in weekly code reviews and knowledge transfer sessions

Required Skills:

7/8+ years of experience with Python and deep learning frameworks
Strong PyTorch experience (mandatory - not TensorFlow)
Computer vision experience with defect/anomaly detection
Experience optimizing models for edge deployment
Understanding of object detection metrics (mAP, IoU, precision/recall)
Familiarity with PEP 8 and code quality standards

#AditiIndia
#25-22404

More Jobs at Aditi India

HR Associate I

Bengaluru, Karnataka, India

1.0 - 1.0 yrs

INR 0 - 0 Lacs

HR Associate I

karnataka

1.0 - 5.0 yrs

Salary: Not disclosed

Senior Program Manager (Non-Tech)

Pune, Maharashtra, India

4.0 - 4.0 yrs

INR 0 - 0 Lacs

Senior BizOps Engineer

Pune, Maharashtra, India

3.0 - 4.0 yrs

Salary: Not disclosed

Administrative Assistant 2

Hyderabad, Telangana, India

Experience: Not specified

Salary: Not disclosed

Mock Interview

Practice Video Interview with JobPe AI

Start Job-Specific Interview

Start Your Job Search Today

Browse through a variety of job opportunities tailored to your skills and preferences. Filter by location, experience, salary, and more to find your perfect fit.