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’ π EDA & data validation on large, messy datasets
β’ π§© Feature engineering with PySpark driven by business logic
β’ π§ Model training & evaluation (time-series & ML)
β’ π 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.
π If youβre looking for someone to build ML pipelines end to end , from data exploration to production
Iβm 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’ π EDA & data valid...