Data Scientist
GeoTech
Total des années d'expérience :5 years, 8 Mois
- Extracted 80% of key data from blocks of text using NLP tools such as regular expressions and NLTK in Python.
- Performed statistical analysis to determine average
property price per meter square for each district in the capital of KSA using R.
- Produced network graphs routing residential parcels with main attractions on district level such as mosques, parks, schools etc. to illustrate walking accessibility based on metric distances as well
as travel times.
- Conducted root cause analysis to investigate quantity loss at a loading bulk plant using SQL.
- Reduced number of hardware defects by 20% via eliminating leading failure causes uncovered by analysis results.
- Generated interactive monthly performance dashboards using
Tableau.
- Determined acceptable vendors for supplying rare wood panels based on results of color variation data analysis.
- Determined feasibility of launching new products using Data Analysis processes.
- Enhanced production scheduling by leveraging machine idle times observed by detailed time study.