Antonios Abi Raad

Antonios Abi Raad

Data Scientist
Lebanon

نبذة عني

Data Scientist | Mathematician

الخبرة

Data Scientist

Valoores
Jan 2023 - حتى الآن · 3 سنوات 6 أشهر

● Contributed to the Valoores Crowd Information System (VCIS) project by generating geospatial data using Python.
● Worked on developing a CNN to predict the effectiveness of advertisement billboards using geospatial data.
● Engineered multiple features from geospatial parameters retrieved from the Valoores SQL database for the billboard project.
● Contributed to hotspot identification in the VCIS project by employing DBSCAN and K-means clustering algorithms

Accountant

GM, Port of Beirut, Beirut
Oct 2021 - حتى الآن · 4 سنوات 9 أشهر

Managed numerous accounts across departments.
Set up hundreds of invoices for customers for their import and export transactions.
Streamlined the organization of thousands of journal expenses associated with all imported and exported goods.

Data Scientist

Valoores, Jdeideh, Matn
Jan 2023 - Mar 2023 · 2 أشهر

Contributed to the Valoores Crowd Information System (VCIS) project by generating geospatial data using Python.
Worked on developing a CNN to predict the effectiveness of advertisement billboards using geospatial data.
Contributed to hotspot identification in the VCIS project by employing DBSCAN and K-means clustering algorithms.
Engineered multiple features from geospatial parameters retrieved from the Valoores SQL database for the billboard project.

المهارات

بايثون (لغة برمجة) قاعدة بيانات SQL خوارزميات تعلم الآلة تحليل رياضي Pandas TensorFlow PyTorch Selenium SQL MySQL SQL Server NoSQL MongoDB Cassandra Neo4j GIS QGIS SAGA GIS SNAP R Studio Excel Pivot Tables Conditional Formatting VLookup AWS Data Lake Data Warehouse Microsoft Power BI Tableau Beautiful Soup Data cleaning Text analysis Histograms Wordclouds FP-Growth Apriori DBSCAN K-means clustering CNN Transfer learning
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