Information
Location
Boston, MA
Email
singh@arvinder.me
Github
github.com/sardarchitect
LinkedIn
linkedin.com/in/sardarchitect
Skills
Github contributions this year
About Me
Hey there👋! I am Arvinder.
Having started my career as an architect and building engineer, I stumbled upon a newfound passion for AI and data science while experimenting with it in the industry. Combining my multi-disciplinary expertise, I now channel my creativity into merging cutting-edge technology with my creative pursuits, seeking innovative solutions to real-world challenges. My journey as a machine learning engineer is driven by the desire to reshape industries and make a lasting impact through intelligent and data-driven approaches.
Feel free to flip through my architectural work here.
Generative Design
2019
architecture
generative
This is a compilation of objects designed, vizualized, and fabricated through the use of digital technologies. The projects were created using scripting tools like Grasshopper, and Rhino. The fabrication process included 3D printing, ZUND cutting, laser cutting, and KUKA robots.
Personal ML Library
2023
algorithms
machine-learning
python
This project aims to build a comprehensive, begineer friendly guide to implementing popular machine learning algorithms from scratch. The project mostly served as a way to organize my own understanding of these algorithms, but can be used by others as an educational tool.
StreetStudy
2023
computer-vision
pytorch
streamlit
yolov5
urban planning
Using object detection and tracking, this webapp allows urban designers and planners to analyze outdoor pedestrian foot traffic patterns and behaviors in the hopes to optimize public spaces for pedestrian needs. This project aims to provide designers granular insights into creating more pedestrian-friednly, accessible, and sustainable urban areas.