sam kim

Sam's Portfolio

Software @ Sandia National Labs

Software engineer at Sandia National Labs with a strong foundation in computer vision, machine learning, distributed systems, and data visualization. Currently pursuing a degree in Applied Mathematics and Computer Science at UC Berkeley, with a focus on building scalable applications and ML-powered solutions. Previous experience at Meta, Berkeley XR Lab, XR @ Cal, and the International Model United Nations Association.

Python Java JavaScript TypeScript C/C++ C# React PyTorch SQL Docker OpenGL Linear Algebra Machine Learning ARKit SciKit

Featured Projects

PatientFlow

Healthcare analytics platform optimizing clinical workflows with predictive scheduling algorithms.

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FactorFlow

ML-based market prediction platform with real-time factor analysis and trading signal generation.

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AI-DBMS

AI-Powered Database Management System for intelligent data handling and analysis of multi-domain files.

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CS180 Computer Vision Portfolio

Project 1

RGB Channel Alignment and Image Processing

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Project 2

Face Morphing and Image Manipulation

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Project 3

Harris Corner Detection and Feature Matching

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Project 4

Image Rectification and Mosaicing

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Project 5

Neural Networks and Deep Learning

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Project 6

Tour into the Picture

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Project 7

Pyramid-based Texture Generation

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CS184 Computer Graphics Portfolio

Project 1

Rasterizer: Basic Triangle Rasterization and Anti-aliasing

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Project 2

Geometric Modeling: Bezier Curves and Triangle Meshes

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Project 3

PathTracer: Ray Generation, BVH, Illumination

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Project 4

Cloth Simulator

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Dabbles

Some fun projects

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For Fun

Berkeley Music Festival

Co-founded Berkeley's largest student-run music festival, bringing the Golden Bear community together.

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Japanese Occupation of Korea

Research website documenting the impact of Japanese colonialism in Korea through primary sources and survivor testimonies.

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Math Tutoring

Under Construction. Interactive educational platform for math tutoring with progress tracking and curriculum management.

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