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    Computer Vision Engineering Interns - Munich, Deutschland - Conxai Technologies GmbH

    Conxai Technologies GmbH
    Conxai Technologies GmbH Munich, Deutschland

    vor 2 Wochen

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    PraktikumSHIP
    Beschreibung

    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.

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