Hi Contra , a big part of my work is building ML projects en... by Lilya YAHIAOUIHi Contra , a big part of my work is building ML projects en... by Lilya YAHIAOUI

Hi Contra , a big part of my work is building ML projects en...

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Lilya YAHIAOUI
Hi Contra , a big part of my work is building ML projects end to end, from exploration to deployment.
I work across the full lifecycle: β€’ πŸ” EDA & data validation on large, messy datasets β€’ 🧩 Feature engineering with PySpark driven by business logic β€’ 🧠 Model training & evaluation (time-series & ML) β€’ πŸš€ Production pipelines & deployment
On the engineering side, I focus on making ML reliable and scalable: β€’ PySpark pipelines for feature engineering, batch training & inference β€’ MLflow for experiment tracking, model versioning & reproducibility
I enjoy working with teams that care about clean ML systems, not just experiments , especially when models need to be trusted and reused.
πŸ‘‰ If you’re looking for someone to build ML pipelines end to end , from data exploration to production I’m open to contract or freelance work.

0 likes Β· 0 views Β· Dec 18, 2025

Hi Contra , a big part of my work is building ML projects end to end, from exploration to deployment. I work across the full lifecycle: β€’ πŸ” EDA & data valid...

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