Senior Data Scientist
Surface Mobility Consultants(RTA Dubai Client)
مجموع سنوات الخبرة :10 years, 6 أشهر
Responsibilities:
• Lead data scientist role for delivering advanced data analytics and geo-spatial visualization for smart transportation system.
• Analysis, transformation, integration, and modelling of raw data.
• Development of different map 2D/3D layers with data from Big Data platform to provide visual insights on smart transportation such as Taxi Demand, Predict Parking Occupancy, Events impact, or Road Congestions etc.
• Presenting dashboards to business users to gain better understanding of user requirements.
Projects
Enterprise Big Data Platform, Dubai RTA
Shehbaz is a Senior Data Scientist working on an Enterprise Big Data platform for the RTA in Dubai.
⮚ Responsibilities
• Development and Testing of ETL pipeline in spark, python, shell and SQL
• Analysis and Development of Descriptive analytics and predictive analytics
• Development of MicroStrategy report and dashboard for real time and historical processed facts data.
• Analysis, transformation, integration, and modeling of raw data
• Development of models using Time series algorithm FBProhpet, Stats and deep learning LSTM
Shehbaz had successfully delivered the use cases
• Bus On Time Performance
• Bus Fare Evasion
• Travel Time Index
• Road before and after performance
• Real Time Taxi Demand Prediction
• First and Last Mile
• Predict Parking Occupancy
Data engineering and analytics experience in Digital Transformation, Big Data, Artificial Intelligence, IoT & Blockchain. Proven record of delivering Business Intelligence and Analytical systems on various data platforms.
Providing actionable intelligence for customer segments, customer churn, bottleneck identification, public transport, and traffic flows.
Statistical modeling (linear & logistic regression, clustering, decision trees, PCA analysis).
⮚ Responsibilities
• Analysis, transformation, integration, and modeling of raw data
• Deep Learning development to detect and classify facial emotions
• Facial recognition model using dlib, sklearn, flask
• Emotional analyzer (keras, pandas, TensorFlow) and stream emotional data into Elasticsearch
• Presenting/demoing dashboards to business users to gain better understanding of user requirements.
• Documents Transfer, Data Warehouse Engineer
• Directly reporting to Data Analytics management for scalable data systems, reporting, and analytics.
• Data modeling, ETL specifications, and development
• Realtime graphs of emotional and behavior of customer and machines
Responsibilities
• Performed a highly customer-facing role, gathered requirements, and trained business users
• Application architecture with scalable design patterns
• Complete design and development of product
• Set up dev workflow using source code management
• Deployment of application on VM, shared hosting, dedicated hosting and PaaS platform
• Architect scheduling system, reporting system and dashboards
• System integrations with logistics and payment gateways
Responsibilities
• Build chatbots for interview system and customer care
• Integration of skype, Facebook and mattermost communication channels
• Text analysis, tone analysis, grammar checking, semantic analysis and biasing checking using natural language processing
• Data scraping, cleaning and storing in elasticsearch
• Entities extraction and training from data
• Develop microservices and single page application
• Application packaging on Linux and windows
• System integration with IBM bluemix, google services and azure services
• Provisioning and deploy applications and model on azure, and GCP
⮚ Responsibilities
• Data scraping, data cleaning using automated jobs
• Documents Transfer, Data Warehouse Engineer
• Directly reporting to Data Analytics management for scalable data systems, reporting, and analytics.
• Data modeling, ETL specifications, and development.
• Optimize application using scalable architecture and design patterns
• Dashboards and reports development
• Architect warehouse and inventory system
• Architect and develop order processing system
• Storing customer behavior and analytics integration
• System integration with logistics and payment gateways
• Taught C/C++, JAVA, Web Designing and Web Development (PHP), Databases, Linux, Jquery, AngularJS and Apache Web Server.
• Assist in projects based on HTML5, PHP, Java SE
• Acquire the requirement of the application
• Design the database and front UI of the app
• Develop the backend application
• Manual Testing and Deployment of application server
• Provide Training of Web application, programming, and web tools.
• Medical Adherence System project is in progress.
• Develop the Web Content and manage using Google Drive, Doc, Sheet and Form
• Design and Develop company website using HTML, CSS, JS, WordPress, Cpanel, WHM, PHP, MySQL Technology
• Create and manage the Social Media (Facebook, Google+, Twitter) of company
• Maintain the computer Labs.
Major subjects are Networking, Embedded system design, AI and Digital Image Processing