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Alan C
@snakeswithwings
Machine Learning Research Engineer
Taiwan
Inglese
Chi sono
I am an applied machine learning and computer vision engineer specializing in TensorFlow/Keras model debugging and generative-model analysis. I excel at isolating loss-function conflicts and optimization problems to ensure training stability and reproducibility. My experience includes converting research ideas into testable hypotheses and technical tooling for experimental AI systems.
Competenze
Alan C
offline •
Consulta i miei servizi
Deep learning
I will debug and diagnose your tensorflow keras deep learning model
Esperienza lavorativa
AI Development Consultant
Independent • Lavoratore autonomo
Jun 2018 - Present • 8 yrs 3 mos
Provide independent AI development and technical consulting for research, engineering, and proof-of-concept projects. Design, prototype, train, evaluate, and deploy machine learning systems across computer vision, deep learning, generative AI, time-series analysis, and edge inference. Projects have included developing a functional pure visual odometry proof of concept for localization in communications-denied environments, computer vision pipelines, custom neural network architectures, model optimization and deployment, dataset engineering, and experimental AI research. Work spans the full development cycle from problem formulation and feasibility analysis through architecture design, implementation, benchmarking, debugging, and technical documentation. Experienced with TensorFlow/Keras, ONNX, CUDA-accelerated inference, Linux, computer vision, embedded/edge systems, and custom research workflows. Frequently work on problems where an existing off-the-shelf model is insufficient and a purpose-built experimental solution is required.
Taiwan Lead Engineer
Quartermaster • Full time
Aug 2025 - Feb 2026 • 6 mos
Supported Taiwan-side engineering operations for deployed AI, networking, and IoT systems. Handled field installation, hardware integration, network configuration, deployment validation, and hands-on troubleshooting across Linux, edge computing, connectivity, and embedded hardware environments. Diagnosed complex field failures, developed and tested fixes, created SOPs and technical documentation, and coordinated implementation between local operations and remote engineering teams. Worked directly with real-world deployment constraints to improve system reliability, operational readiness, and technical continuity.
Project Intern - Civil Society Cyber Shield Project (CSCS)
Open Culture Foundation • Full time
May 2022 - Sep 2022 • 4 mos
Supported the Open Culture Foundation's Civil Society Cyber Shield Project (CSCS) through cybersecurity research, Linux networking, wireless-security testing, and controlled attack-simulation environments. Built and tested Debian/Linux-based networking workflows, including a one-script rogue access point with MITM capabilities for controlled security testing. Conducted OSINT-style technical investigation, documented security concepts and defensive workflows, and contributed to cybersecurity awareness activities. Also served as an English-speaking representative for the CSCS booth at HITCON Taipei 2022.
