Projects using Databricks in Aïn Bénian
Projects using Databricks in Aïn Bénian
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Lilya YAHIAOUI
👋 Hi Contra — I’m Lilya, a Data Scientist working at the intersection of retail, demand forecasting, and promotion analytics. My recent work focuses on SKU-level forecasting, where small modeling choices have a big business impact: • 📦 Improving SKU-level demand forecasts for planning & inventory • 📊 Approximating the pull-forward effect of promotions On the technical side, I work end-to-end: • Time-series & ML forecasting • Promo, price & calendar feature engineering • PySpark batch pipelines & MLflow tracking 💡 Open to freelance or contract projects around demand planning, retail analytics. Happy to connect 🚀
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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: • 🔍 EDA & data validation on large, messy datasets • 🧩 Feature engineering with PySpark driven by business logic • 🧠 Model training & evaluation (time-series & ML) • 🚀 Production pipelines & deployment On the engineering side, I focus on making ML reliable and scalable: • PySpark pipelines for feature engineering, batch training & inference • 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. 👉 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.
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