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Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3525 posts
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Remote Work for Japanese IT Companies While Living in Korea: A Complete Guide to Visas, Contracts, Taxes, and Day-to-Day Practice ♪ Listenable
A complete guide to working remotely for Japanese IT companies while based in Korea. Covers service contract structures, tax filing, exchange rate risk management, job platforms, and practical tips for successful remote
2026-03-17 · 18 min read #japanese#remote-work#japan-career#freelance#2026-03Engineering Mathematics: Numerical Methods Complete Guide - Root Finding to ODE Solvers ♪ Listenable
Complete guide to numerical methods: root finding (Newton-Raphson), linear systems, interpolation, numerical integration, ODE solvers with Python scipy/numpy examples.
2026-03-17 · 30 min read #numericalmethods#engineeringmath#rootfinding#odesolvers#numericaloptimizationEngineering Mathematics 1: Ordinary Differential Equations & Laplace Transform - Complete Guide ♪ Listenable
A complete guide to ordinary differential equations for electrical, electronic, and mechanical engineering students. Master first-order ODEs, second-order linear ODEs, systems of ODEs, Laplace transforms, and inverse tra
2026-03-17 · 19 min read #engineering-math#ode#differential-equations#laplace-transform#mathematicsComplete Guide to Japan IT Job Interviews: Japanese Interview Preparation for Korean Engineers ♪ Listenable
A guide for Korean engineers to thoroughly prepare for Japanese IT company interviews. Covers Japanese expressions for each interview stage from first round to final, technical interview preparation, writing the Shokumu
2026-03-17 · 20 min read #japanese#japan-career#interview#it-job#language-learningEngineering Mathematics: Complex Analysis Complete Guide - Cauchy Theorem to Residues
Complete complex analysis guide: analytic functions, Cauchy-Riemann equations, Cauchy's integral theorem, Laurent series, residue theorem, and conformal mappings with Python visualization.
2026-03-17 · 16 min read #complexanalysis#engineeringmath#cauchytheorem#residuetheorem#conformalmappingFederated Learning Complete Guide: Privacy-Preserving Distributed AI ♪ Listenable
A complete guide to mastering Federated Learning. Learn how to train distributed models while preserving data privacy, covering FedAvg, FedProx, differential privacy, and the Flower framework with hands-on code.
2026-03-17 · 23 min read #federated-learning#privacy#distributed-training#differential-privacy#aiFull-Stack AI App Development: Build LLM Services with FastAPI + Next.js
A complete guide to full-stack AI application development. FastAPI backend, Next.js frontend, LangChain/OpenAI integration, streaming responses, and Docker deployment with real project examples.
2026-03-17 · 12 min read #fullstack#fastapi#nextjs#llm-app#ai-applicationGenerative AI & Diffusion Models: Complete Guide from Stable Diffusion to Video Generation ♪ Listenable
A complete technical guide covering DDPM math, Stable Diffusion architecture, ControlNet, LoRA fine-tuning, and Sora video generation.
2026-03-17 · 12 min read #generativeai#diffusion-model#stable-diffusion#controlnet#videogenerationDigital Logic Design Complete Guide: From Boolean Algebra to CPU Design ♪ Listenable
A comprehensive guide to digital logic design for electronics and electrical engineering students. Covers Boolean algebra, logic gates, combinational circuits, sequential circuits, FSM, FPGA, and Verilog HDL with hands-o
2026-03-17 · 18 min read #digital-logic#computer-architecture#boolean-algebra#logic-gates#fpgaDeepSpeed Complete Guide: ZeRO Optimization and Large-Scale Model Training
A complete guide to mastering Microsoft DeepSpeed. Learn ZeRO-1/2/3 optimization, Offload, pipeline parallelism, mixed precision, MoE, and DeepSpeed Inference with practical configurations and code examples.
2026-03-17 · 15 min read #deepspeed#zero-optimization#distributed-training#llm#pytorchWebAssembly & Edge Computing: Browser AI Inference, Cloudflare Workers, and IoT Wasm
A complete guide to next-generation edge computing: WebAssembly internals, compiling Rust to Wasm, WebGPU-powered browser AI inference, Cloudflare Workers edge deployment, and IoT with WasmEdge.
2026-03-17 · 13 min read #webassembly#edgecomputing#cloudflareworkers#webgpu#wasiEngineering Mathematics 2: Fourier Series, Fourier Transform & PDE ♪ Listenable
A complete guide to Fourier analysis and partial differential equations for electrical, electronic, and communications engineering students. Master Fourier series, Fourier transform, DFT/FFT, heat equation, wave equation
2026-03-17 · 19 min read #engineering-math#fourier-series#fourier-transform#pde#signal-processingComputer Architecture Complete Guide: From ISA to GPU Parallel Architecture ♪ Listenable
A comprehensive guide to computer architecture covering ISA, datapath, pipelining, cache memory, virtual memory, RISC-V, and GPU parallel architecture with code examples.
2026-03-17 · 23 min read #computer-architecture#cpu#gpu#pipeline#cacheCNN Architecture Complete Guide: From LeNet to EfficientNet and Vision Transformers ♪ Listenable
The complete guide to understanding the history and evolution of CNN architectures. Master every major model — LeNet, AlexNet, VGG, ResNet, DenseNet, EfficientNet, and Vision Transformer — through structural analysis and
2026-03-17 · 21 min read #cnn#computer-vision#deep-learning#resnet#vggReinforcement Learning Complete Guide: From DQN, PPO to RLHF and DPO for LLM Alignment
From MDP fundamentals to DQN, PPO, SAC, RLHF, and DPO. Master the reinforcement learning techniques used for LLM alignment with PyTorch and Stable-Baselines3 code.
2026-03-17 · 14 min read #reinforcement-learning#ppo#dqn#rlhf#dpoDevOps/SRE Complete Guide: From CI/CD to Kubernetes and MLOps
A comprehensive guide covering DevOps and SRE fundamentals, Kubernetes operations, and AI/ML workflow automation with real-world code examples.
2026-03-17 · 13 min read #devops#sre#kubernetes#ci-cd#mlopsDistributed Systems Complete Guide: From CAP Theorem to Distributed ML Training and Kafka ♪ Listenable
A comprehensive guide to distributed systems for AI engineers, covering CAP theorem, Raft consensus, Kafka message queues, Ring-AllReduce distributed ML training, and NCCL.
2026-03-17 · 17 min read #distributed-systems#kafka#raft#pytorchdistributed#ncclBlockchain & Web3 Engineer Guide: Smart Contracts, DeFi, ZK Proofs, and AI+Blockchain
A complete Web3 engineering guide covering Ethereum EVM internals, Solidity smart contract security, Uniswap AMM, ZK-SNARK proofs, and Gensyn decentralized AI computing.
2026-03-17 · 13 min read #blockchain#web3#스마트컨트랙트#defi#zkproof10x Faster Japanese Learning with AI Tools: A Guide for Engineers
How to dramatically accelerate Japanese learning using AI tools. A guide to building a personalized Japanese learning system with ChatGPT, Claude, Anki AI, and voice AI — covering IT technical Japanese and business Japan
2026-03-17 · 16 min read #japanese#language-learning#ai-tools#chatgpt#claudeAI Startup & Product Development Guide: From LLM APIs to Scaling and Business Models
A hands-on guide for AI startup founders and PMs covering product ideation, LLM API selection, rapid MVP building, cost optimization, and business model analysis of Cursor and Perplexity.
2026-03-17 · 12 min read #aistartup#aiproductdevelopment#llmproduct#costoptimization#aibusiness