Nafay Un Noor
DATA SCIENTIST / ANALYST

: nafayunnoor721@gmail.com : 0923214351257 : Lahore, Pakistan

: Linkedin

SUMMARY:

Detail-oriented and self-driven Data Professional with a Google Advanced Data Analytics certification, passionate
about leveraging data insights to drive meaningful business outcomes. Proven ability to automate processes,
perform advanced data analysis, and deliver actionable insights. Adept at collaborating with cross-functional
teams to influence data-driven decisions, and skilled in developing innovative solutions through a combination of
technical and analytical expertise.

SKILLS:

• Programming Languages: Python
• Data Science
• Data Analysis: Pandas, NumPy, Pandas Profiling
• Data Visualization: Seaborn, Matplotlib, Tableau
• Web Scraping
• Web App Development: Streamlit
• Statistical Analysis: Regression Analysis, Predictive Modeling
• Machine Learning: Scikit learn, StatsModel
• Reporting & Communication: MS Excel, MS PowerPoint, MS Word
• Business Acumen: RFM Analysis, Market Research
• Data Presentation: Tableau, Streamlit
• Business Intelligence
• SQL

EXPERIENCE:

Data Analytics Intern
Punjab Food Authority Feb 2023 – May 2023

Automated license compliance checks by:

1. Automated the license compliance process as part of a team by developing a Python-based data pipeline
   using Selenium to scrape food business data from Google Maps. Collaborated with team members to
   ensure efficient task division and data accuracy, resulting in streamlined workflows and improved data
   collection efficiency.
2. Developed, designed and deployed a Streamlit web application for real-time data analysis and reporting,
   reducing manual efforts and improving operational decision-making.

Virtual Job Simulations Forage

Completed industry-specific job simulations, gaining practical experience in data analysis and consulting for:

1. QUANTIUM
2. ACCENTURE
3. KPMG (Aus)
4. BRITISH AIRWAYS

PROJECTS:

Food Business Licensing Analysis

Data Analytics Intern

Conducted a comprehensive analysis of the licensing status of food businesses across a major city, identifying
unregistered, expired, and pending licenses to assist regulatory bodies in targeted outreach.

Automating Data Analysis Using Streamlit (Web App)

Data Analytics Intern

Developed a Streamlit-based web application integrated with Pandas Profiling to automate data cleaning,
exploratory data analysis, and report generation, streamlining tasks for business stakeholders. Effectively
reduced manual effort by 30% and cut data analysis time by 50%.

Marketing Research, Segmentation, RFM Analysis using Python

Data Scientist

Utilized Python to conduct RFM (Recency, Frequency, Monetary) analysis and segmentation, identifying key
markets to increase product sales and maximize profits. Identified the best city for promoting the business
products.

Sentiment Analysis of an Airline’s Reviews using Python

Data Scientist

Extracted and analyzed reviews to understand the airline’s reputation and inform business decisions.

Analyzing and Visualizing Data and extracting trends and patterns of a Social Media Platform

Data Scientist

Cleaned and preprocessed social media data, then performed trend analysis and visualized patterns to inform
platform performance improvements.

Google Advanced Data Analytics Professional Certificate Capstone Project

Data Scientist / Analyst

Analyzing and Prediction of Employees satisfaction Levels

Designed a machine learning model to predict employee churn, providing data-driven recommendations for
improving employee retention based on satisfaction analysis.

EDUCATION:

Bachelor of Science in Computer Science,
University of the People Jul 2024 – Present

Online American Accredited University.
Program emphasizing software development, data science, and artificial intelligence. Expected graduation: 2028

General Development Diploma (GED)
Uniplace Nov 2023 – Apr 2024

CERTIFICATION:

Google Advanced Data Analytics Professional Certificate
Google 2024-01-01

View Certificate
Completed a rigorous program covering data visualization, data cleaning, statistical analysis, machine learning,
and predictive modeling. Developed hands-on expertise with Python and Tableau, applying these skills to real-
world business problems and creating data-driven solutions through the capstone project.

SQL for Data Analysis
LinkedIn 2024-12-28

View Certificate
Successfully completed the SQL for Data Analysis course, which provided a concise and practical introduction to
querying databases, filtering and aggregating data, joining tables, and generating reports. The course focused on
applying SQL techniques for effective data analysis, enhancing my ability to manipulate and extract insights from
datasets efficiently.

LANGUAGES:

• English (Fluent)
• Urdu (Native)
• Turkish (Conversational)
• Punjabi (Native)

HOBBIES:

• Evening Walk
• Martial Arts / Workout
• Community Management & Development

PERSONAL SKILLS:

• Personal Develpoment
• Self Learning
• Attention to detail
• Creative
• Critical thinking and problem-solving skills
• Communication skills
• Proactive
• Professional Ethical Awareness