Alessandra Bilardi
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- Joshua Arvin Lat20 talks
- Julien Simon14 talks
- Alejandro Saucedo33 talks
- Ed Shee5 talks
- Animesh Singh23 talks
- Marianna Diachuk7 talks
| title | conference | date |
|---|---|---|
| Scaling Data Workloads with Cluster Managers | containerday 2025 | 2025-11-05 |
Shows how the same Python notebook can run unmodified from a laptop to large clusters by using Dask (and Ray) as parallel backends with familiar DataFrame APIs… | ||
| The Art of Data Visualization | PyCon Italia 2025 | 2025-05-28 |
Covers the role of data visualization across a data pipeline, including exploratory analysis, presenting results, and monitoring progress or improvements… | ||
| A Gentle Introduction to MLSecOps | devsecopsday 2024 | 2024-10-11 |
Defines a concrete ML security threat model (supply‑chain compromise, data exfiltration, membership inference) and prescribes measurable MLSecOps practices… | ||
| MLOps vs LLMOps | MLOps @ 127.0.0.1 2024 | 2024-05-21 |
Compares traditional MLOps pipelines (code, model registry, baseline datasets, and embedding lifecycle) with LLM-first architectures that use vendor… | ||
| Deploying a Machine Learning System That Only Runs Locally | Incontro DevOps Italia 2024 | 2024-03-15 |
Describes automating deployment of data scientist notebooks using AWS Step Functions vs SageMaker Pipelines, versioning data and models on S3, storing… | ||
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