AI/ML Engineer – Architectural Modeling (Intern) - SG

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!