NAUMAN ANWAR

Academic

Verbatim text

NAUMAN ANWAR
+923398869996, anwarnauman@hotmail.com
Sector G-10/4,  Islamabad
LinkedIn:https://www.linkedin.com/in/naumananwar97/
Education
Master of Business Administration (MBA)
Major :
Database Systems Design & Applications
Air University Islamabad
Bachelor of Business Administration (BBA)
Major:
Business Analytics
Islamabad Science School
F.Sc (Pre-Engineering)
Thesis
MS Thesis: eCommerce Sales Prediction using Machine Learning Algorithms
To develop an intelligent machine learning model that will predict future sales units with greater accuracy by
incorporating macroeconomic factors and historical sales data.
Semester Projects:
Forecasting Future E-commerce Sales by Employing NLP and Advanced ML Algorithms, Analyzing Macroeconomic
Variables, and Customer Sentiments (Feb 2023 - in Progress)
Marketing Analytics - Customer Segmentation Using Unsupervised Machine Learning Algorithms for Artificial Jewelry
Market (Jan 2020 - June 2020)
Conducted Exploratory Data Analysis (EDA) and utilized Power BI to Visualize and Analyze instances of Credit Card
Defaults
(July 2022)
Performed Feature Engineering on Housing Data using Both Forward Selection and Backward Elimination to Extract
Key Features (Oct 2022)
Developed an Experience-Salary Prediction Model using Linear Modeling, Incorporating K-Fold Cross-Validation for
robust Performance Assessment (March 2023)
Using Advanced Regression Methods (RandomForestRegressor)for House Price Prediction (August 2023)
Identification of Potential Diabetic Cases using KNN Classification Model (September 2023)
Used DBSCAN, PCA, and Hierarchical Clustering to Group Sample Subjects based on 5 Personality Traits (Nov
2023)
Work Experience
Worked as Marketing Executive at Saif HealthCare Ltd.
I worked on growth of organization’s business by exercising various marketing
strategies.
Nov 2022  – Feb 2023
Internship at AAli Pvt Ltd.
I got insight of all department activities  of AAPL by working there as internee .
Jun 2019  – Aug 2019
Skills & Tools
Professional Skills
Leadership skills, Communication skills, Team building skills and Managing tasks.
Technical Skills
MS Office, Python, R Programming, SQL, Power BI, Machine Learning, Predictive
Modeling
Advance excel skill, Git/Github, Data Visualization and SPSS
Achievements
Graduated at the top of my class both in Bachelors and Masters.
Trainings / Certification
Introduction to Data Science in Python, DataCamp  (2023)
Data Analysis in Spreadsheets, DataCamp (2022)
Supervised Machin Learning: Regression & Classification, DeepLearning.AI (2023)
Activities
Member of FAST Data Science Society (FDSS)
Interests
World Affairs, Geography, Tech enthusiast, Reading case-studies of digital transformation of businesses.

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