At a Stretch!
At a Stretch!
Robotic path planning for 3d painting
(Under development)
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Spawn Out Loud!
Spawn Out Loud!
Transformer model for text to 3d form generation
3Ts model for designers
3Ts model for designers
DiT model for Sketch to 3d form generation
Fixture Finder
Fixture Finder
Fine tuning a ViT model for MEP fixture detection
Nexus Events
Nexus Events
NPC trained with RL for a game based on chain reaction
Ugly design
Ugly design
Image based Diffusion model for Residential floor plan generation
Pix 2 Pavilion
Pix 2 Pavilion
Object segmentation model for tree branches
IN and OUT
IN and OUT
A Brick construction simulator with motion capture
Cybernetic Flappy bird
Cybernetic Flappy bird
A cybernetic model that allows us to play flappy bird with a volume controller
Housefull
Housefull
An Ambient way of perceiving domestic data
Tweak Ai
Tweak Ai
A GAN model to predict the buildable volume with a given context
Flood Prediction GAN
Flood Prediction GAN
A GAN model for flood prediction with a given context
Water cycle Simulation
Water cycle Simulation
A Dynamic mathematical model for global water cycle simulation
CAD Translator
CAD Translator
A LLM model to translate the cad construction drawings
Generative Parking
Generative Parking
A parametric tool that generates open parking layouts based on the given context
Spider
Spider
A Parametric grasshopper plugin that aids designers to analyze , visualize data and generate urban layouts with Rhino-Grasshopper
Stories of likes, tweets, and ideas
Stories of likes, tweets, and ideas
An algorithmic form generation for an office space
Beacon
Beacon
An algorithmic form generation for a tiny library
Advenir
Advenir
An algorithmic form generation for a skiing resort
Xerophyte
Xerophyte
An algorithmic form generation for an urban farm
Game Layout generation
Game Layout generation
An algorithmic generation of game layouts
Crawler
Crawler
3d Printed pen stand based on crawling agents
Space for pennies
Space for pennies
3d Printed Piggy bank
I am an AI researcher and computational designer who creates innovative solutions at the intersection of Design and AI. I am driven by the belief that technology can be leveraged to augment human creativity and decision-making, transforming complex problems into elegant, scalable solutions.
My portfolio showcases a diverse range of projects, from developing deep learning pipelines for design automation to creating computational tools for planning and immersive VR environments. I specialize in applying mathematical models and state-of-the-art machine learning methods to real-world challenges, with a user-centered approach to ensure every solution is both technically sophisticated and genuinely useful. Through my experience at Carnegie Mellon University and Studio.Compute, I have honed my ability to lead projects, mentor teams, and collaborate across disciplines.
This portfolio is a reflection of that journey, a space where you can explore my work and see my commitment to pushing the boundaries of what is possible with computational design.
-Karthick Raja BG
+1(412)-689-6346 | karthickrajaforjobs@gmail.com | LinkedIn | CV
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