Computer Vision Engineering Interns

at  Conxai Technologies GmbH

We are an AI Platform that delivers tailored AI-enabled solutions for the AEC industry with ease and speed, at a fraction of the cost of bespoke ones. Our platform leverages advanced AI to enable construction domain experts to create complex use cases efficiently.
Tasks
We are looking for full-time interns (for min. 6 months) to solve some cutting-edge computer vision and deep learning problems and be a part of our product development.

The successful candidate will -

• Extract and pre-process visual data from different data sources
• Implement metrics to evaluate and compare the performance of different approaches
• Discuss the task with customer-facing members to understand the problem and its constraints
• Proactively experiment with, and implement ML solutions to the problem
• Collaborate with ML engineers on model design, experiments, implementation, etc.
• Integrate the solutions to a common codebase and demonstrate good software engineering practices
• Communicate results and analysis regularly

Requirements

• Pursuing (or completed) a PhD / Master’s degree in Computer Science in a German or EU university
• Experience with training, and evaluating Deep Learning models in PyTorch and specifically, CNNs or ViTs
• Proficient in Python
• Experimentation mindset to improve performance on the method with fast iterations
• Good software engineering skills
• Good communication and interpersonal skills
• Ability to work in a team-oriented environment
• Strong problem-solving skills
• Fluent in English
• Eligible to work in Germany

PREFERRED EXPERIENCE:

• Trained models for one of these tasks - Object Detection, Instance Segmentation, Scene Graph generation
• Worked with Large Vision-Language models
• Worked with Autonomous Driving data
• Extensive experience fine-tuning Deep Neural Networks on small, domain-specific custom datasets
• Knowledge of domain adaptation techniques
  Benefits
  You will be a part of an inclusive start-up culture in a stimulating “work hard, play hard” environment. You will work with (and party with) great colleagues with diverse backgrounds. Team events and after-work activities are frequent at CONXAI. You will be empowered to bring new perspectives and create impact

Please refer the Job description for details