Responsibilities
- Assist in developing and testing computer visionmodels for detecting and segmenting elements in architectural drawings.
- Apply and experiment with classic CV techniques(e.g., edge detection, contour analysis, shape recognition) on drawing data.
- Train and evaluate deep learning models (e.g.,CNN, U-Net, YOLO, Mask R-CNN) under the guidance of senior engineers.
- Support the data preparation pipeline, includingDWG preprocessing, rasterization, augmentation, and dataset annotation.
- Document experimental processes, benchmarkresults, and share insights with the team.
- Collaborate with engineers and researchers tointegrate models into our Structural AI Agent.
Qualifications
Education& Background:
- Currently pursuing a Bachelor's or Master'sdegree in Computer Science, Artificial Intelligence, Computer Vision, or arelated field (preference for students from top-tier universities).
- Experience from courses, internships, orprojects in computer vision, image processing, or machine learning ispreferred.
ComputerVision
- Familiar with classic CV algorithms (e.g.,contour/edge detection, shape analysis, geometric transformations), preferablywith OpenCV.
- Experience building, training, and evaluatingdeep learning CV models (e.g., CNN, U-Net, YOLO, Mask R-CNN, ViT).
- Knowledge of OCR and text recognition methods isa plus.
TechnicalSkills
- Proficient in Python and at least one ML/CVframework (e.g., PyTorch, TensorFlow, OpenCV).
- Experience with Jupyter Notebook, Git, NumPy,Pandas, and Shapely.
- Familiarity with CAD formats (DWG, DXF) orcomputational geometry is a plus (not required).
Soft Skills
- Enthusiastic about the startup environment; ableto adapt to a fast pace and uncertainty.
- Eager to learn, willing to experiment, andpossess strong problem-solving skills.
- A good communicator, able to share results andchallenges with the team.
✨Why Join Us?
- You will directly participate in the R&D ofthe next-generation Structural AI Agent for Structural Engineers, with theopportunity for a full-time offer for outstanding performers.
- Gain front-line, practical experience at a starstartup, not just a "supporting role."
- Your work will be rapidly integrated intoproduct prototypes and used by real users.
Apply Now
Submit your resume and a brief note on your background in residential construction sales to hr [at] genia.design.
We look forward to working with you soon!