Token-aware RAG ingestion pipeline where Rust handles performance-critical chunking via PyO3, Python orchestrates embeddings, and Qdrant stores searchable vectors.
RustPyO3PythonQdranttiktoken-rs+3
AI/ML · Data Engineering · Cloud · Full-Stack
Full-Stack engineer & Data Scientist building AI/ML systems that run in production on the cloud.
M.Sc. Data Science. 7+ years enterprise engineering. Open to senior roles and select freelance work.
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What I work on
Building across the full engineering stack.
Data Engineering
ETL, DuckDB/Parquet datasets, scraping infra, end-to-end data products
mx-jobs-insights →Featured Work
One flagship per pillar — AI/ML · Data Engineering · Cloud · Full-Stack.
Mexico Jobs Analytics PipelineFeatured
Analytics pipeline that transforms raw job snapshots into curated DuckDB/Parquet datasets, bilingual reports, and a public MkDocs documentation site.
PythonDuckDBParquetMkDocsGitHub Actions+1
Local media automation pipeline that downloads VODs, transcribes Spanish audio, ranks candidate moments by chat activity, uses an LLM to select highlights, and cuts 9:16 MP4 clips.
PythonFFmpegfaster-whisperchat-downloadertwitch-dl+3
Modular scientific Python package for generating Purkinje-network geometries over cardiac surface meshes, with simulation, visualization, and PyPI packaging.
PythonNumPyPyVistaVTKGMSH+3