Abdulrehman Tahir
Senior Data Scientist
Experience
Senior Data Scientist
Office Depot (Venlo) B.V
- Lead a team of 5 data scientists
- Lead a data science community at Raja Group France
- Worked with SAS to set up cloud solutions CI360 and Viya
- Worked with web analytics tools: Google Analytics, Visual IQ, IBM Coremetrics
- Used Google Cloud Platform products: BigQuery, GA3, GA4, Google Cloud Storage
- Implemented REST APIs and built SOAP APIs
- Used Tableau, SAS Visual Analytics, Power BI for reporting
Data Scientist
Office Depot B.V
- Developed data driven attribution model from scratch for Viking in seven European countries using Azure Cloud, GCP, Python, machine learning, deep learning and Power BI
- Developed customized algorithm to predict customer lifetime value in collaboration with Google using Python, Azure and GCP
- Implemented aspect-based sentiment analysis solution to address high customer churn using Python (NLP libraries, Keras with TensorFlow backend), W2V, GloVe
- Developed high potential customer model using Python (scikit-learn), Azure, GCP and BigQuery
- Built customer segmentation solution from scratch for Viking using Python, SAS, Power BI, machine learning and deep learning
- Developed stock prediction solution for warehouse optimization using Python (scikit-learn, Keras with TensorFlow backend) and Azure
- Developed in-house product recommendation solution with user-based collaborative filtering for Eu7 countries, working towards a hybrid solution with deep learning using Python, Azure and BigQuery
Machine Learning Engineer
20Face
- Analyzed facial images and extracted features based on facial landmarks
- Developed algorithm to predict seven social perceptions based on facial landmarks using Python Keras with TensorFlow backend
Junior Data Scientist
SciSports
- Used deep learning and traditional machine learning approaches to solve time-series forecasting problem
- Predicted young soccer players’ peak potential with optimal age
- Worked with Python, Keras (TensorFlow backend), Scikit-learn and other libraries
Software Developer
Saudi Support Services Co.
Software and Web Developer
Solution Heights
Software and Web Developer
Next Generation Innovation Technology
Summary
Currently, working as a Senior data Scientist, as part of my job need to lead a team of 5 data scientists. Also leading a data science community at Raja Group France, which is our parent company. Before this I worked as a Data Scientist at Office Depot. I have worked on multiple projects some of them including attribution modeling, Email prospecting, customer segmentation, sentiment analysis and stock prediction. Working together with Google on customer lifetime value project. Working with SAS in setting up their cloud solution namely CI360 and Viya. Other than that, I have worked on multiple web analytics tools such as Google Analytics, Visual IQ and IBM-Coremetrics. During this time, have also worked with other Google cloud platform products namely Big Query, GA3, GA4 and Google cloud storage. Besides that, I have an in-depth knowledge of implementing REST Api’s and also building SOAP Api’s. For reporting purposes, I have used Tableau, SAS visual analytics and PowerBi.
Skills
Languages
- Cypher
- Python
- Pyspark
- Map-reduce
- Sas
- C++
- C#
- Java
- Bpel
- Sql
- Xaml
- Html
- Css
- Asp.net Mvc 4
- Xml
Technical Tools
- Hadoop
- Tensorflow
- Scikit-learn
- Keras
- Dlib
- Sas-viya
- Sas-enterprise Guide
- Sas Marketing Optimization
- Google Cloud Platform
- Core-metrics
- Google Analytics
- Elastic Search
- Sense
- Weka
- Microsoft Visual Studio
- Eclipse
- Azure
Visualization Tools
- Visual Analytics
- Powerbi
- Tableau
- Python Visualizations
Database
- Oracle 10g
- Microsoft Sql Server
- Mysql
- Neo4j (Graph Database)
- Ibm-db2
- Gcp- Big Query
- Azure- Synapse
Other
- Microsoft Office
- Numbers
- Pages
- Keynote
- Ubuntu
- Vm
Languages
Education
University of Twente
Master's in Computer Science, specialization in Data Science · Computer Science · Enschede, Netherlands
University of Central Punjab
Bachelor (Hons) in Computer Science, BSCS (Hons), major in Software Engineering · Computer Science · Lahore, Pakistan · CGPA- 3.07/4
Certifications & licenses
Google Analytics
SAS Enterprise Miner (Advanced)
SAS Programming 1
SAS Viya
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