Petro Liashchynskyi
Software Engineer, PhD in Computer Science
ls -la posts/ # 18 entries▌
20266
- Diffusion beat GANs in medical imaging | Here's the actual mechanismmachine-learning#gans#diffusion-models#medical-imaging#machine-learning5 min
- GAN evaluation metrics, for engineers | What FID and Inception Score actually measuremachine-learning#gan#machine-learning#metrics#neural-networks7 min
- What our NAS paper actually found | Grid vs. random vs. genetic, seven years onmachine-learning#machine-learning#neural-networks#nas#genetic-algorithm9 min
- Engineer vs AI | It won't replace you, the throughput willweb-dev#ai#engineering-practice#career#cursor7 min
- MLOps when the model touches patients | What changes when ML is diagnosticmachine-learning#mlops#machine-learning#neural-networks#docker7 min
- From Gatsby to Astro | What actually broke when I rewrote this blogweb-dev#astro#gatsby#typescript#static-site8 min
20235
- Mastering Distributed Locks: Redlock Mutexes in Multi-Server Setupcomputer-science#lock#redis#redlock#mutex6 min
- NestJS CODEX: auxiliaries for CRUD using Mongoose with transactions supportweb-dev#nestjs#mongoose#crud#async-local-storage1 min
- Machine Learning Intro Demystifiedmachine-learning#machine-learning#neural-networks30 min
- Class method locking mechanisms in multi-server setup | How to manage multiple app replicas (instances)web-dev#mutex#lock#semaphore#redis4 min
- ExcelJS: Merge CSV or XLSX files into oneweb-dev#exceljs#nodejs#typescript2 min
20223
20214
- Cron jobs in multi-server setup (AWS)infrastructure#aws#lambda#eventbridge3 min
- Syncing PostgreSQL tables with ElasticSearch using Dockerinfrastructure#postgresql#elasticsearch#docker#redis4 min
- Connect Stripe to your web applicationweb-dev#stripe#payments#javascript7 min
- Simple neural network using JavaScriptmachine-learning#neural-networks#javascript5 min