Jay Han Email & Phone Number

Montreal, QC, CA

Montreal, Quebec, Canada

Montreal

Montreal

- Designed the overall ML model for in-flight object tracking, recognition, and geo-tagging- Automated the model data input pipeline with TensorFlow's tf.Record and tf.Dataset- Built and trained resulting CNN's in TensorFlow- Wrote Python classes to effectively generate a synthetic dataset of over 100k images

Montreal, Canada Area

- Designed and implemented Genetic Algorithms in Python to explore turbine blade design space- Developed high-level Python library for interfacing with low-level, NX-specific 3D modelling API's- Provided Python and ML support for processing scanned drawings via OCR and image recognition

Montreal, Canada Area

• Developed generative algorithms for high pressure turbine blade technology
• Reduced the model-to-analysis lead time by up to 2 weeks through model parametrization
• Improved stress lifetime performance of key blade components by 13%
• Implemented kNN and DBSCAN machine learning algorithms in Python to locate feature outliers and spatial domains of interest (clusters) within dense point clouds

Canada

• Project lead on industrial partnership collaboration for optimized performance sports equipment
• Automated generation, export, and analysis of 500+ topological models for research database
• Generate lattice structures for 3D printing via Rhinoceros 3D and Grasshopper visual scripting
• Combining MatLAB and Grasshopper for recursive solving of lattices strut diameter for a given topology and density
• Mechanical testing and strength characterization of laser sintered metal lattice structures
• Operation and maintenace of the FORM2 SLA and Zortrax FDM printers

New York

• Material specs and categorization for private residence in Wellsley, Mass.
• Design and documentation of gym/locker room addition to office tower at 57th Street, NY
• SD drawing package, emphasis on casework details

New York

• Independently designed custom furniture for the Lewis Center for the Arts, Princeton University
• Created visualization and presentation material via Adobe Photoshop, Illustrator, and InDesign
• Translated conceptual watercolors into preliminary design options via traditional (woodwork) and modern (FDM/powder-bed 3D printing) techniques
• Preparing digital models for concrete formwork coordination
• LED and control circuit integration within presentation models for night photography

Bachelor Of Engineering - Be, Mechanical Engineering, 3.90

Activities and Societies: Software Engineering Minor Currently pursuing my second degree in Mechanical Engineering after Architecture..

Bachelor Of Science - Bs, Architecture, 3.80

Activities and Societies: Design-based curriculum with emphasis on complex spatial problem-solving, visual communication, and digital.