08/14/2026 updated

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Professional AI/ML Full Stack Developer

Ketchikan, USA
Only remote
Master of Science in Artificial Intelligence
Ketchikan, USA
Only remote
Master of Science in Artificial Intelligence

Profile attachments

EthanLim.pdf

JavaScriptArtificial IntelligenceAmazon Web ServicesData AnalysisApple IOSApp Store (IOS)Artificial Neural NetworksComputer VisionContinuous IntegrationDjangoFFmpegLabelingSearch Engine OptimizationPython (Programming Language)MathematicsMemosNode.jsObject DetectionSystems Development Life CycleRedisTensorFlowNext.jsRobotics Design and ProductionTypeScriptWebSocketWebRTCReinforcement LearningSupervised LearningUikitMultithreadingGoogle CloudPyTorchReact.jsSwiftuiTransfer LearningLarge Language ModelsIos FrameworksDeep LearningSwift (Programming Language)Generative AIBackendFastAPIRTSPWebpackKubernetesReact ReduxVideo StreamingUnsupervised Learning
AI Systems Development
Generative AI, Large Language Models, LangChain, LangSmith, LangGraph, RAG, Pinecone, Redis, STT, TTS, ElevenLabs, AI Avatar, Heygen, MemO, Agentic AI

Deep Learning
A* Search, AI Mathematics, Deep Neural Network, Convolutional Neural Network, Recurrent Neural Network, Reinforcement Learning, Supervised Learning, Unsupervised Learning, Nvidia, Image classification, Transfer Learning, Tensorflow, Pytorch, TFLite, Real-Time Video Analytics

Computer Vision and Robotics
CV pipelines for inspection, Robotics control, Real-time detection, Latency reduction, ROS2, object detection, moderation, and tagging pipelines using Swift + Metal, CoreML and TFLite

React Development
Javascript, Typescript, Hook Functions, Redux, Websockets, webpack

iOS Development
Swift, SwiftUI, UIkit, AVFoundation, Multithreading(GCD), APP Store Deployment, CI/CD for iOS

Next.js Development
SEO, Server Side Rendering, Project Optimization

Backend Development
Python, Django, FastAPI, Node, FFmpeg, GStreamer, Amazon Web Service, Kubernetes, GCP

Video Streaming Systems
WebRTC, Real-Time Monitoring, Alerting Pipelines, RTSP, HLS


Project history

Senior AI Systems Engineer

Vengo AI
Lead AI system development for robotic and automated manufacturing. Design CV pipelines for inspection and robotics control, optimize models on robotic hardware, and create generative-design tools for rapid prototyping. Contributions reduce inference latency, automate workflows, and streamline production, enabling faster and higher-quality manufacturing outcomes.

AI Video Understanding Engineer

Arva AI
Spent 1.5 years developing video understanding pipelines for real-time and long-form video applications. Integrated video-embedding models, built scene classification, summarization, and search pipelines, and processed large RTSP/WebRTC streaming datasets. Work addressed the challenge of efficiently analyzing massive video data, helping clients extract meaningful insights quickly.

Computer Vision iOS Engineer

Clarifai
Worked for more than two years integrating advanced vision AI into iOS apps. Developed real-time object detection, moderation, and tagging pipelines using Swift + Metal, while optimizing on-device inference via CoreML and TFLite. Also built internal tools for video search and analytics, solving performance bottlenecks and enabling fast, accurate visual insights on mobile devices.

iOS Computer Vision Developer

Sighthound
Spent over 2 years developing iOS apps for real-time video surveillance, building smooth playback and instant alert systems. Integrated RTSP/HLS streaming and deployed person/vehicle detection models, collaborating with the ML team to optimize mobile inference. Work solved latency and reliability challenges, enabling users to trust mobile surveillance in critical situations.

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