Antje Barth
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who talks about the same things
- Julien Simon14 talks
- Yihong Wang4 talks
- Christian Kadner8 talks
- Marianna Diachuk7 talks
- Nicolas Metallo1 talk
- Alessandra Bilardi5 talks
| title | conference | date |
|---|---|---|
| Building Agents at Cloud Scale | AI Engineer World's Fair 2025 | 2025-06-03 |
Demo shows a code-assistant agent shipped to CLI in 3 weeks, using an open-source Strand agents SDK that defaults to Amazon Bedrock but also plugs into OpenAI… | ||
| Improving disaster response with machine learning | Amazon re:MARS 2022 | 2022-06-21 |
A community hackathon yields 1,400 participants, 42 submissions and five winners that actually ship reproducible code and data: examples include a… | ||
| Automate your ML workflows with pipelines | Conf42 Machine Learning 2021 | 2021-07-29 |
Builds an end-to-end ML pipeline using Amazon SageMaker Pipelines that preprocesses text, generates embeddings, fine-tunes a pre-trained BERT model with a… | ||
| Build consistent and portable ML environments with containers | AWS re:Invent 2020 | 2020-11-30 |
Prototype fine‑tuned a DistilBERT text classifier (star ratings) using Hugging Face tokenizers and TFRecords, then packages the training code in Docker, runs… | ||
| Put Your Machine Learning on Autopilot | Scale By the Bay 2020 | 2020-11-12 |
Shows a concrete AutoML pipeline that takes the Amazon Customer Reviews CSV (130M records available, demo uses camera category), loads a pre-trained bird model… | ||
| Owning Your Own (Data) Lake House | Data Con LA 2020 | 2020-10-23 |
Demonstrates an Amazon Redshift lake house that queries S3, Redshift and RDS without moving data by using Redshift Spectrum to push down SQL, federated queries… | ||
| Building End-to-End Machine Learning Workflows with Kubernetes... | Global Artificial Intelligence Virtual Conference Sep 2020 | 2020-09-16 |
Shows a concrete end-to-end setup: building Kubeflow Pipelines with the kfp SDK (version shown), running on Kubernetes/EKS and orchestrating Amazon SageMaker… | ||
| Build NLP Models with Amazon SageMaker | AWS Summit Online EMEA 2020 | 2020-09-01 |
Demo shows end-to-end BERT fine-tuning on Amazon SageMaker using TensorFlow (script mode), with HuggingFace DistilBERT tokeniser and TFRecord features derived… | ||
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