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
Jul 2024 - Present
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
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
View details →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
OpenAI WhisperOpenCVDeepFaceFastAPIRaspberry PiArduinoSupabaseGooey.AI
View details →Academic Research
Nov 2022 - Apr 2023
Stanford University Collaboration
Research Project
- •Collaborated with Stanford University on graduate directory analysis
- •Developed Python ML algorithms with OCR integration for data processing
- •Applied statistical methods and machine learning for data analysis
PythonMachine LearningOCRStatistics
View details →Squad Leader
May 2020 - Nov 2021
Military Intelligence Leadership
Leadership Experience
- •Led 15 soldiers and represented 80-member headquarters
- •Managed cross-cultural communication in US-Korea joint operations
- •Developed leadership skills and strategic planning capabilities
LeadershipStrategic PlanningCross-cultural Communication
View details →Full-Stack Development
Oct 2024
E-commerce Platform
Personal Project
- •Built scalable e-commerce platform with React frontend and Node.js backend
- •Integrated payment processing with Stripe API
- •Implemented user authentication and inventory management
ReactNode.jsMongoDBStripeJWT
View details →Business Intelligence
Sep 2024
Data Analytics Dashboard
Personal Project
- •Created interactive dashboards for business intelligence and reporting
- •Implemented real-time data visualization with D3.js
- •Built automated reporting system with PostgreSQL backend
PythonD3.jsPostgreSQLTableauDocker
View details →