Hi Contra , a big part of my work is building ML projects end to end, from exploration to deploym...Hi Contra , a big part of my work is building ML projects end to end, from exploration to deploym...
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Lilya's avatar
Lilya YAHIAOUI
• Dec 18
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.
forecastingtimeseriesPySparkData ScienceDatabricksData Analysis
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started