Hiba Al Taie
Dubai
Summary
Recent AI and Computer Science Master's grad with expertise in Java and Python. As a Data Scientist at Advanced Construction Technology Services, I enhanced data-driven decision-making by refining machine learning models and transforming complex data into actionable insights. Eager to contribute my analytical and technical skills in data science or machine learning roles. Committed to adaptability and continuous learning in emerging technologies.
Overview
19
19
years of professional experience
1
1
Certificate
Work history
DATA SCIENTIST
Advanced Construction Technology Services (ACTS)
06.2023 - Current
- Selected as a key contributor for a high-profile project on estimating concrete strength
- Assisted in creating a cutting-edge virtual lab to expand ACTS's services
- Worked with the Gropu IT Manager and a Group research and Development Specialist to develop a platform that aimed for over 70% model accuracy, reducing labor costs associated with conventional testing techniques
- Utilized Python and Jupyter Notebook for comprehensive data analysis and modeling, emphasizing modular programming to ensure code reusability, maintainability, and scalability
- My strategic approach resulted in the development of foundational code that has been instrumental for analyzing various data sets efficiently
- Reviewed business areas to strengthen analytics, enable strategic planning and support decision-making processes with solid data
- Oversaw end-to-end data lifecycle:
- Conducted comprehensive data cleaning to ensure data quality and integrity, utilizing techniques like KnnImputer and Iterative Imputer for effective data imputation
- Employed advanced preprocessing techniques to ready data for analysis
- Performed feature engineering to optimize input data for modeling
- Managed model lifecycle:
- Evaluated and compared performance of multiple algorithms for model selection, resulting in a 25% improvement in accuracy
- Ensured robust model performance through systematic training and testing phases
- Collaborated with interdisciplinary teams to validate findings and refine the modeling approach
- Provided regular progress updates to the team, ensuring alignment with project objectives
- Documented procedures and results to assist future research and scalability.
PROJECT MANAGER
Exotica
Dubai
06.2020 - 07.2021
- Team Leadership
- Managed a dedicated team focused on amplifying Exotica's online retail presence
- Collaborated closely with senior Management to ensure alignment and achievement of sales targets
- Performance Analysis:
- Conducted comprehensive business performance assessments, analyzing 30 key performance indicators, reviewing the internal processes, and surveying 200 customers, to drive informed strategic decisions in the flower retail business
- Analyzed and optimized social networks performance to enhance brand visibility
- Market Research and Strategy:
- Proactively researched and presented emerging industry marketing trends
- Identified future capacity and capability needs for successful project planning
- Provided actionable insights on marketing approaches tailored to meet organizational objectives
- Digital Marketing & SEO:
- Spearheaded initiatives to significantly improve website ranking on major search engines
- Designed the social media strategy for the Retail business, increasing Instagram following by 70% to 5,000+ followers.
EXECUTIVE ASSISTANT
Masdar Institute
Abu Dhabi
05.2010 - 12.2019
- Supporting the Vice President of Finance and Operations:
- Merger Facilitation:
- Supported Vice President throughout successful merger of Masdar Institute and Khalifa University, ensuring smooth transition for 200+ staff and 500+ students
- Took charge of managing and executing all transition-related tasks, ensuring all processes, communications, and systems were realigned effectively, leading to a smooth and integrated unification of the two entities
- Reporting & Communication:
- Delivered effective monthly progress reports, highlighting key achievements and potential challenges
- Compiled annual business plans and presented them to senior management to keep them abreast of both progress and potential roadblocks
- Policy & System Development:
- Led the establishment of essential policies and systems for the division in 2010
- Consistently revised and updated frameworks to cater to evolving organizational needs
- Ensured all documentation and strategic initiatives were in alignment with MIT standards and protocols
- Planning & Projects Department Involvement:
- Appointed as an active member, playing a key role in the coordination, implementation, and evaluation of special initiatives
- Analyzed data and information, and produced progress reports, proposals, and presentations for strategic discussions
- Represented the division in an auditing project for the Facilities department, addressing post-merger requirements and ensuring compliance.
SENIOR COORDINATOR
Masdar City
Abu Dhabi
05.2007 - 05.2010
- Supporting The Director of City Development:
- Managed executive schedules, including meetings and travel arrangements
- Coordinated and prepared materials for internal and external meetings
- Handled communications, directing calls and emails appropriately
- Prepared concise and professional documents and presentations
- Compiled, organized, and presented comprehensive project reports to keep leadership informed
- Demonstrated resilience and dedication by consistently working extended hours under high-pressure situations to meet and exceed top-priority objectives.
PROJECT ASSISTANT
ICBA, Abu Dhabi
06.2006 - 05.2007
- Assisting the GRM Team in Abu Dhabi:
Computer Instructor
ICTD
Abu Dhabi
01.2005 - 05.2006
Education
MSc - Artificial Intelligence and Computer Science
University of Birmingham Dubai
2023
MBA - undefined
University of Manchester Manchester
2017
BSc - Software Engineering
Al Mansour University College Baghdad
2001
Skills
- Python:
Data Analysis with Pandas
Machine Learning with Scikit-learn
Deep Learning with TensorFlow and Keras
- PyTorch
Statistical Analysis:
Hypothesis Testing
Regression Analysis
- Pattern Recognition:
Supervised Learning Algorithms
Neural Networks
Feature Engineering
Anomaly Detection
- Data Visualization:
Matplotlib
Seaborn
Tableau
- Database Structures and Algorithms:
SQL
- Data Preparation:
Data Cleaning
Feature Scaling and Normalization
Handling Missing Values
Data Transformation
- Java
Certification
COMPUTER INSTRUCTOR, ICTD, Abu Dhabi
Conducted technology-centric training sessions tailored for government entities members and internal stakeholders.
Led specialized courses in Advanced Excel for data analysis, offering in-depth insights and techniques.
Imparted knowledge in Computer Networking, International Computer Driving License
Languages
English
Fluent
Arabic
Native
Timeline
DATA SCIENTIST
Advanced Construction Technology Services (ACTS)
06.2023 - Current
PROJECT MANAGER
Exotica
06.2020 - 07.2021
EXECUTIVE ASSISTANT
Masdar Institute
05.2010 - 12.2019
SENIOR COORDINATOR
Masdar City
05.2007 - 05.2010
PROJECT ASSISTANT
ICBA, Abu Dhabi
06.2006 - 05.2007
Computer Instructor
ICTD
01.2005 - 05.2006
MSc - Artificial Intelligence and Computer Science
University of Birmingham Dubai
MBA - undefined
University of Manchester Manchester
BSc - Software Engineering
Al Mansour University College Baghdad
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