ANALYTICAL THINKING. HUMAN PERSPECTIVE.

+ HELLO, I’M NAEEM

Making data
mean more.

I connect data and people—turning complex information into clear dashboards, useful models, and better decisions.

FIG. 001THE SHAPE OF INSIGHT

Perspective reveals structure.

BASED IN AHMEDABAD, INDIA ↗Data analytics / Data science / Business intelligence / Marketing analytics

SQLPythonPower BIExcelTableauDAXData modelingETLKPI reportingData storytellingData analysisStatisticsA/B testingpandasNumPyscikit-learnMatplotlibSeabornJupyterGitDeep learningNLPComputer visionReinforcement learningChatGPTClaudeGitHub CopilotGoogle AnalyticsGoogle AdsSEOEmail marketingCRMMarketing analytics

01 / SELECTED WORKQUESTIONS INTO PRACTICE

Proof in the work.

Real datasets. Practical questions.
A closer look at the methods.

01 / FEATURED PROJECT

From raw records
to customer groups.

Hotel Customer Segmentation

Cleaning and analyzing 83,590 hotel customer records to explore booking behavior, revenue, and customer groups with K-Means, DBSCAN, and HDBSCAN.

PythonClusteringPCA & t-SNE

View project

CUSTOMER SEGMENTATIONPY / 01

CONCEPTUAL CLUSTER MAPPCA / t-SNE

83,590CUSTOMER RECORDS ANALYZED.

customer_insights.sql

01 SELECT customer_segment,
02 SUM(revenue) AS total_revenue,
03 RANK() OVER (
04 ORDER BY SUM(revenue) DESC
05 ) AS revenue_rank
06 FROM customer_data
07 GROUP BY customer_segment;

QUERY STUDYRevenue by segment

02 / SQL ANALYSIS

Revenue, segmented.

Using joins, CTEs, and window functions to explore revenue trends and customer segments.

SQLBusiness analysisDatabase design

Customer overviewCHURN & RETENTIONAll customers⌄

Customers by geography

GEOGRAPHY COMPARISON

Customer
retention

ACCOUNT OVERVIEW

Conceptual dashboard previewPOWER BI

03 / BUSINESS INTELLIGENCE

Customer churn, in one view.

Built in Power BI to compare customer geography, card type, and account measures.

Power BIDashboardsReporting

MORE PROJECTSMACHINE LEARNING & AI

Customer churn prediction

Predicting telecom customer churn with feature engineering, preprocessing, and deep learning.

DEEP LEARNING 05

GTA house price prediction

Cleaning housing data and building regression models for the Greater Toronto Area market.

PREDICTIVE MODELING 06

Spam email detection

Using labeled email data and scikit-learn to classify phishing and legitimate emails.

CLASSIFICATION 07

Alzheimer's disease detection

Classifying Alzheimer's disease from MRI scans with convolutional neural networks.

COMPUTER VISION 08

Reinforcement learning from scratch

Classic reinforcement learning algorithms implemented from scratch in Python.

REINFORCEMENT LEARNING

Browse the full project collection.View GitHub profile

02 / BEHIND THE ANALYSISBUSINESS CONTEXT. HANDS-ON ANALYSIS.

The numbers matter.
So do the people.

That’s where analysis becomes useful.

Naeem.BUSINESS & MARKETING GRADUATE.
DATA ANALYST & DATA SCIENTIST.

I’m Naeem Nagori, a business and marketing graduate from Seneca Polytechnic in Toronto, now based in Ahmedabad, India.

I use SQL, Python, and Power BI to clean data, explore customer behavior, and turn it into dashboards, customer segments, and predictive models.

I also build machine learning and deep learning projects from scratch — clustering, churn prediction, CNNs, and reinforcement learning — with AI tools like ChatGPT and Claude in the loop.

I’m seeking a junior data analyst, data scientist, or marketing analytics role where thoughtful work can make a difference.

View résumé

THE FOUNDATION

Business & Marketing

Seneca Polytechnic · Ontario College Diploma

2023 — 2025

IN PRACTICE

Data Science & AI

Machine learning · Deep learning · NLP · Power BI

CURRENT FOCUS

03 / MY TOOLKITCLEANING · ANALYSIS · COMMUNICATION

From questions
to clarity.

Choose the method that fits the question.

DATA ANALYSIS

Prepare the data.

Clean, structure, and explore datasets to answer focused questions.

SQL · joins, CTEs, window functions
Python · pandas & NumPy
Data cleaning & ETL
Exploratory data analysis

BUSINESS INTELLIGENCE

Make it visible.

Build clear dashboards and communicate what the data shows.

Power BI, Power BI Service & Tableau
Advanced Excel & automation
Matplotlib & Seaborn
Dashboard design & data storytelling

DATA SCIENCE & AI

Test the patterns.

Model customer groups, test patterns, and build with machine and deep learning.

K-Means, DBSCAN & HDBSCAN
scikit-learn & predictive modeling
Deep learning · CNNs · NLP
PCA, t-SNE & reinforcement learning

MARKETING & BUSINESS

Add the context.

Pair technical analysis with marketing strategy, business context, and communication.

Google Analytics & Google Ads
SEO, email marketing & CRM
Marketing analytics & funnels
Documentation & presentation

ALSO EXPLORINGDeep neural networks · CNNs · Reinforcement learning · NLP

AI TOOLSChatGPT · Claude · GitHub Copilot

HUMAN LANGUAGESEnglish (C1, IELTS 8.0) · Hindi · Gujarati

04 / CREDENTIALS

Study, then
build.

Structured learning, applied through projects.

Udemy

Data Science Course

Complete Data Science, Machine Learning, DL & NLP Bootcamp

Natural language processing, Tableau, and 16 more skills. Credential ID UC-d8be2692-b47c-437e-9422-11520e426ae8.

2025

Google / Coursera

Google Data Analytics

Professional Certificate

Data lifecycle, analysis, visualization, SQL, spreadsheets, and Tableau.

2025

HubSpot Academy

Inbound Marketing

Professional Certification

Content strategy and a data-driven approach to the marketing funnel.

2024

TOPS Technologies

Data Analytics

Classroom Training & Certification

Python, statistics, Excel, Tableau, SQL, and project development.

2023

05 / GET IN TOUCHOPEN TO OPPORTUNITIES

Let’s talk about
the work.

Have a role, project, or question in mind? Tell me what you’re working on.

aknaeem246@gmail.com

LinkedIn GitHub Ahmedabad, India

Making datamean more.✳