PinnedIda SilfverskiöldinTowards Data ScienceFine-Tune Smaller Transformer Models: Text ClassificationUsing Microsoft’s Phi-3 to generate synthetic dataMay 285May 285
Ida SilfverskiöldinTowards Data ScienceWorking with Embeddings: Closed versus Open SourceUsing techniques to improve semantic searchSep 2610Sep 2610
Ida SilfverskiöldinLevel Up CodingAgentic AI: Build a Tech Research AgentUsing a custom data pipeline with millions of textsSep 68Sep 68
Ida SilfverskiöldinLevel Up CodingWork with Computer Vision: Monitor Traffic in NorwayBy fine-tuning pre-trained CNN and ViT models on public traffic camerasMay 131May 131
Ida SilfverskiöldinTowards Data ScienceDeploy Long-Running ETL Pipelines to ECS with FargateTo keep things simple and costs to a minimumMar 33Mar 33
Ida SilfverskiöldinLevel Up CodingBuild a Personal AI Tech News AgentThat will crawl tech sites and summarize key trends based on your preferencesFeb 2213Feb 2213
Ida SilfverskiöldinLevel Up CodingPredicting Tech Trends with Natural Language ProcessingUsing small, fine-tuned modelsFeb 410Feb 410
Ida SilfverskiöldinLevel Up CodingFine-Tune Smaller NLP Models with Hugging Face for Specific Use CasesWith a custom dataset using the Transformers libraryDec 4, 20239Dec 4, 20239
Ida SilfverskiöldinBits and PiecesSetup Server-Side GTM with DockerBy manually provisioning a tagging serverSep 15, 2023Sep 15, 2023
Ida SilfverskiöldinLevel Up CodingDeploy an AI Q&A Bot on AWS with LangchainJSLeveraging OpenAI and the Serverless FrameworkAug 31, 20232Aug 31, 20232