~/talks

Ramon Perez

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titleconferencedate
Building with Multiple Languages: A Python-First ApproachPyCon AU 20252025-09-12
Claim: keep Python as the orchestrator and offload hot paths to other languages. Shows concrete patterns and tools: Python as orchestrator, outback monitoring…
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A Roadmap for Turning Theory and Data Projects into Python PackagesPyData Global 20232023-12-06
Implements a handmade Lasso algorithm, compares predictions to scikit‑learn (small mean absolute difference), packs it into a Python package named lasso_reg…
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The Merger of Machine Learning, Music and ProgrammingPyData NYC 20232023-11-01
Claims concrete results: unconditional and conditional audio samples generated with MusicGen and MusicLM style models, vocal cloning that convincingly imitates…
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Architecting Data: A Deep Dive Into the world of Synthetic DataPyData NYC 20232023-11-01
Claims that synthetic data lets teams replace sensitive inputs and build a full‑stack product: five interrelated projects are produced — reproducible data…
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Workshop 3: Data Engineering - A Roadmap... by Ramon Perez [Part 1]PyCon Philippines 20232023-02-25
Roadmap claims a reproducible local-to-cloud data platform built with concrete tools: pandas, DuckDB, DVC plus Ibis, Typer and pathlib. It extracts…
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Workshop 3: Data Engineering - A Roadmap... by Ramon Perez [Part 2]PyCon Philippines 20232023-02-25
Builds a working CLI extractor using Typer with Pydantic and Python type hints that accepts options for url path encoding and query and surfaces readable…
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Workshop 3: Data Engineering - A Roadmap... by Ramon Perez [Part 3]PyCon Philippines 20232023-02-25
Walks through a working Python data pipeline that extracts CSV/parquet, cleans and one‑hot encodes columns, writes parquet and loads a table into a local…
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Dashboards for AllPyCon US 20212021-05-14
Step-by-step reconstruction shows exact claims and tools: using bokeh, holoviews, panel (plus geopandas/geoviews) to build static and interactive dashboards…
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