FARIYA IDREES
Data Analyst
Karachi,SD
Summary
Highly skilled and motivated data analyst with 5 years of experience delivering data-driven insights and solutions. Proficient in applying statistical analysis, developing predictive models using machine learning and data visualization techniques to extract meaningful patterns and trends from complex datasets. Hands-on experience in python, SQL, data manipulation and evaluation. Committed to staying updated with the latest advancements in data science and continuously expanding knowledge to deliver innovative solutions. Seasoned collaborator experienced in meeting needs, improving processes and exceeding requirements in team environments. Diligent worker with strong communication and task prioritization skills.
Overview
6
6
years of professional experience
5
5
years of post-secondary education
5
5
Certifications
Work History
Data Analyst
Meezan Bank Limited
7 2019 - Current
- Extensively utilized SQL for data analysis, data manipulation, database management in various data science projects
- Provided actionable insights through comprehensive reports and dashboards, supporting strategic initiatives.
- Deployed predictive analytics models to forecast future trends.
- Utilized advanced query optimization techniques to enhance database performance and reduce latency issues during high-traffic periods.
- Integrated multiple sources of disparate data into cohesive datasets using ETL processes, improving overall analytic capabilities.
- Translating complex business challenges into analytical problems and delivering findings with clarity and precision
- Produced monthly reports and designed dashboards using excel and visualization tools i.e Cognos and Power BI
- Reduced operating costs by automating manual data processes using scripting languages such as Python(NumPy, pandas, scikit-learn) and machine learning algorithms
- Collaborated with cross-functional teams to ensure data integrity and accuracy, resulting in better-informed decisions.
Software Developer
Meezan Bank Limited
07.2018 - 07.2019
- Developed web applications using ASP.NET Framework
- Skilled in SQL designing, optimizing, and writing efficient database queries
- Created comprehensive technical reports showcasing in-depth analysis and findings
- Troubleshoot and resolved software issues, providing timely resolutions to meet project deadlines.
- Streamlined workflows by creating reusable code libraries for common functions and features across multiple projects.
- Designed and developed forward-thinking systems that meet user needs and improve productivity.
- Contributed to positive team environment through effective communication, problem-solving, and collaboration skills.
- Collaborated with cross-functional teams to deliver high-quality products on tight deadlines.
Education
Bachelor of Computer Science -
Institute of Business Management
Karachi, SD 01.2014 - 12.2018
Skills
- Python (NumPy, Pandas, scikit-learn, Matplotlib)
- SQL
Report Writing
Technical Writing
Business Forecasting
Data Visualization (Cognos,Tableau, Power BI)
Statistical Analysis
Predictive modeling
Data Warehousing
Project Management
Machine Learning
Data Analysis
Certification
Python For Data Science
Timeline
Microsoft Power BI for Business Intelligence
01-2024
Introduction to Cognos Analytics
07-2022
Data Analysis with Python
06-2022
Python For Data Science
02-2019
Data Science Methodology
02-2019
Software Developer
Meezan Bank Limited
07.2018 - 07.2019
Bachelor of Computer Science -
Institute of Business Management
01.2014 - 12.2018
Data Analyst
Meezan Bank Limited
7 2019 - Current
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