yumna zia, Data Scientist

yumna zia

Data Scientist

Afiniti

Location
Pakistan - Karachi
Education
Master's degree, Business Analytics
Experience
7 years, 3 Months

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Work Experience

Total years of experience :7 years, 3 Months

Data Scientist at Afiniti
  • Pakistan - Karachi
  • My current job since July 2019

- Using SQL, Python, Advanced Excel and visualization tools to look for and further investigate potential trends and patterns in data.

- Extract numbers to invoice clients pertaining to their respective call center queues (sales, retention, etc).

- Develop views for daily and monthly reporting along with extraction of numbers for data reconciliation.

Knowledge Management and Content Executive at TPS
  • Pakistan - Karachi
  • July 2017 to July 2018

- Collaborated with a cross functional team to effectively establish application specific technical documentation for usage in technical proposals, presentations and other deliverables created as a part of pre-sales process.

- Identified, obtained and documented business requirements in the form of technical proposals to meet requirements elucidated by client(s).

Management Associate at Fauji Fertilizer Bin Qasim Limited
  • Pakistan - Karachi
  • December 2016 to December 2017

- Conducted Feasibility study of SAP S/4 Hana to be implemented in the organization resulting in business decisions to be data driven and intelligent.

- Gathered, documented and communicated requirements elucidated by various departments of the firm for departments’ specific applications to be created resulting in paperless work environment.

Web Developer at College of Physicians & Surgeons, Pakistan
  • Pakistan - Karachi
  • April 2016 to November 2016

Developed modules and maintained company governed website as per need for content to stay up-to-date.

Education

Master's degree, Business Analytics
  • at Arizona State University
  • May 2019

- Programming Languages: Python (scikit-learn, numpy, pandas, pipelines, Matplotlib, Seaborn), R, SQL - Machine Learning: Social Media Analysis, Regression Models, Classification Models (PCA, SVM, KNN, Random Forest, Ensemble techniques (Adaboost & Bagging)) - Program Coursework: Data mining, Data driven decision Modeling, Data Driven Quality Management, Advanced Business Analytics, Programming R for Analytics, Database Management, Enterprise Analytics, Applied Analytics, Visual Analytics

Bachelor's degree, Software Engineering
  • at Mehran University of Engineering and Technology
  • December 2015

As a part of my bachelors, i gained an insight of a variety of subjects some of which are; Applied Calculus, Computer Programming, Software Requirements Engineering, Software Project Management, Software Testing and Quality Assurance, Software Configuration Management, Database management and administration, Web technologies, Visual Programming concepts, Microprocessor Technologies, Computer networks and management, Applied Calculus, Linear Algebra and Analytical Geometry, Statistical Methods and Estimations, Differential equations and Fourier series, Digital communications, Distributed Systems

Specialties & Skills

Machine Learning
Data Visualization
Analytics
content management
JavaScript
Wordpress
Microsoft office
requirements engineering
SAP MM Module
Business Analysis

Languages

English
Expert
Urdu
Native Speaker

Memberships

IEEECS
  • Software Developer
  • August 2012

Hobbies

  • reading, writing, watching tv shows, shopping, travelling