PinnedIda SilfverskiöldinTowards Data ScienceFine-Tune Smaller Transformer Models: Text ClassificationUsing Microsoft’s Phi-3 to generate synthetic dataMay 284May 284
PinnedIda SilfverskiöldinLevel Up CodingPredicting Tech Trends with Natural Language ProcessingUsing small, fine-tuned modelsFeb 49Feb 49
Ida SilfverskiöldinTowards Data ScienceWorking with Embeddings: Closed versus Open SourceUsing techniques to improve semantic search1d ago21d ago2
Ida SilfverskiöldinLevel Up CodingAgentic AI: Build a Tech Research AgentUsing a custom data pipeline with millions of textsSep 67Sep 67
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 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