Eddy Kim

AI Engineer & Full Stack Developer

Building intelligent systems and scalable applications with expertise in AI/ML, full-stack development, and data-driven solutions.

Services

AI Engineering & ML Systems

Building and deploying scalable AI systems, model pipelines, and infrastructure for production-ready machine learning applications.

Full-Stack Development

End-to-end development from frontend interfaces to backend systems, databases, and cloud infrastructure deployment at scale.

Data Science & Analytics

Data analysis, statistical modeling, and business intelligence solutions that transform raw data into actionable insights and strategic decisions.

Professional Experience

Professional Work

Full-time positions and internships

Sep 2025 - Present

MLE/DS

@ HEAL USA

Jul 2024 - Aug 2025

Full Stack Engineer

@ BYU Brand & Creative

•Support platforms serving 12M+ annual visitors across BYU Speeches and Magazine
•Integrated and customized Google Programmable Search Element (PSE) API by parsing HTML results and implementing a 30-day caching mechanism for repeated queries, reducing API costs by $4K+ annually
•Developed and deployed an Elasticsearch-powered search solution, enhancing content discovery speed and relevance
•Built a “Random Speeches” feature enabling users to access a randomly selected devotional from a 60+ year archive

Jan 2025 - Feb 2025

Software Engineer Intern

@ Mention

•Enhanced React rich text editor by developing custom hooks for text formatting, implementing contentEditable component architecture, and integrating a file upload preview system with keyboard shortcuts and formatting commands.
•Collaborated with senior engineers to optimize system architecture and apply secure coding practices in Python, including threat modeling and vulnerability assessments for end-to-end encryption.

Mar 2023 - Jun 2024

Co-founder & Director

@ Pink Dynamite Fashion

•Achieved 104,100% revenue increase through strategic planning and execution
•Managed full operational oversight including finance, marketing, HR, and sales
•Led cross-functional teams and established scalable business processes

Projects & Achievements

Hackathons, research, and personal projects

1st Place Winner - Weber State AI Hackathon 2025 (Advanced Competition)

Oct 2025

ElevenLab – Real-time Voice Overlay for YouTube

Hackathon

•Developed a browser extension enabling real-time voice overlay for YouTube videos using ElevenLabs' advanced voice models
•Built complete product in under 5.5 hours with seamless user experience and cutting-edge voice AI technology integration
•Implemented voice selection system allowing users to choose from premium voice profiles or create custom ones tailored to their preferences
•Enabled transformative use cases: improving audio quality for educational content, translating foreign languages, and delivering unique character-based commentary experiences

Browser ExtensionJavaScriptElevenLabs APIYouTube APIChrome Web Store

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Innovation Category Winner - SunHacks 2025 (Base44 Sponsored)

Sep 2025

iSpy – AI Vehicle Damage Claim Fraud Detection

Hackathon

•Developed web application preventing vehicle insurance claim fraud by detecting AI-generated, AI-tampered, and fraudulent images of damaged vehicles
•Leveraged three different AI vision models to detect AI-generated/tampered images with fraud rating, photoshopped or deepfake edits with 85%+ accuracy, and document-based insurance claims
•Built complete platform in under 24 hours allowing users to upload images and documents with automated fraud and AI-generation scoring
•Created software solution capable of preventing potential losses of hundreds of thousands of dollars through advanced image analysis and document parsing

AI Vision ModelsImage DetectionDeepfake DetectionDocument ParsingWeb ApplicationMachine Learning

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Apr 2025 - Aug 2025

AI Sales Predictor

•Developed ML model achieving 98.5% accuracy in restaurant sales prediction
•Implemented real-time data processing with Python and TensorFlow
•Created intuitive dashboard for business intelligence insights

PythonTensorFlowPandasScikit-learnReact

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1st Place Winner - Utah Tech Week AI Hackathon (186 Teams)

Jan 2025 - Feb 2025

TED the Bear – AI-Powered Therapy Robot

Hackathon

•Developed AI-powered therapy robot with speech recognition, emotion analysis, and real-time counseling capabilities
•Integrated OpenAI Whisper for 8x faster speech-to-text processing and OpenCV + DeepFace for facial/emotion analysis
•Built FastAPI backend with RAG-based AI responses and high-fidelity speech synthesis for natural interactions
•Implemented Raspberry Pi 4B + Arduino system with motorized gestures, ultrasonic sensors, and real-time lip-sync
•Engineered decibel-based speech activation and hands-free interactions with ambient noise filtering