About Me
Analyst by training,
builder by passion
I'm a Data Analyst and Web App Developer based in Karachi, building tools
that make data accessible, education engaging, and static websites interactive & dynamic.
Who I Am
A little about me
I specialize in building educational technology, enterprise analytics solutions, and AI-powered
applications.
My expertise spans full-stack development across Python, Streamlit, HTML, CSS, JavaScript, and Markdown,
with a focus on creating intuitive dashboards and interactive learning experiences.
I've developed and deployed educational e-books, static and multi-page websites, and intelligent chatbots
powered by the OpenAI SDK, all leveraging modern cloud platforms including Streamlit Cloud, Vercel, GitHub
Pages, and HuggingFace for deployment, with Supabase for backend database management and Formspree for
seamless form integration.
5+
Years of Experience on Data Analysis
5+
Live Projects Deployed
50+
Repositories on GitHub
5
AI Agents Built-Live on HuggingFace
6+
Static Websites Developed-Live on GitHub Pages
Skills
What I work with
Technical Skills
Pandas / Data Analysis85%
OpenAI / Prompt Engineering82%
Tools & Platforms
VS Code
GitHub
Streamlit Cloud
Supabase
Jupyter Notebook
Google Colab
Markdown
Canva
Soft Skills
Problem Solving
Self-Learning
Curriculum Design
Project Management
Child-Friendly UX
Technical Writing
Journey
My learning & building timeline
🌱
2022
Started the Coding Journey
Began the coding journey with Python fundamentals, Data Analysis, Machine Learning, then shifted focus to
HTML & CSS for web development.
Discovered a love for building things that people can actually use
and interact with.
🎯
2022 — Present
Freelance Data Analyst
Serving as a freelance Data Analyst for the Nishat Welfare Organization (a non-profit entity), I deliver
data-driven solutions for their ongoing field initiatives.
My work primarily focuses on their health and education sectors, where I handle comprehensive data
analysis, visualization, and reporting.
I have designed and deployed interactive dashboards to monitor project progress, analyze complex survey
data, and visualize key impact metrics, enabling leadership to make evidence-based decisions.
🎓
2026
Completed Postgradute Diploma in Data Science with Artificial Intelligence
I have completed a comprehensive 12-month Post Graduate Diploma in Data Science with Artificial
Intelligence
from the NED University of Engineering and Technology, Karachi.
This intensive program provided me with a strong foundation in Data Science Principles, Machine Learning
Algorithms, and Deep Learning, Artificial Intelligence techniques.
I have gained hands-on experience in Data Analysis, Data Visualization, Machine Learning model
development,
and Artificial Intelligence applications.
🎯
2026
Data Analysis- Machine Learning & Deep Learning Exploration App
For Data Scientists and Data Analytics, I have Built a Web Application named "IntelliAnalytics" with 13
classifiers/regressors, fraud detection,
and Explored Isolation Forest, Autoencoders, and K-Means clustering. Built 5 AI agents using OpenAI Agent
SDK for data cleaning, EDA, model selection, and report generation.
Still in development phase, will deploy soon for live demo.
🎓
2025
PythonEdge-Pro
Completed courses in Python, and OpenAI Agentic SDK.
Started Online-Classes, complete in Urdu/Hindi Languages, the course content is available on my YouTube
Channal named "Ambreen The Data Analyst".
You can explore more in my video tutorials.
📚
2025
Educational E-Book Development
Developed "Science for Little Stars" — a full interactive e-book for children with quizzes This E-Book
is for Grade 2 to Grade 5 students. Share this E-Book as much as you can with your children and young
ones.
Focused on child-friendly UX and educational content for Grades 2-5.
My Work
Projects & Applications
A collection of apps, tools, and dashboards I've built — from AI-powered
educational platforms to enterprise analytics systems.
HTML
CSS
JavaScript
GitHub
EdTech
Science for Little Stars
An interactive Science E-Book for children, with 10 chapters, quizzes.
Designed for children ages 6–9 (Grade 2 to Grade 5), covering Plants, Animals,
Human Body, 5 Senses, Weather, Magnets, Machines, Saving Our Planet, and the
Solar System. Fun, interactive, and easy to understand.
10 Chapters
Quiz in each Chapter
HTML
CSS
GitHub
Coffee Cup Static Website
A professional, modern static website for a coffee shop with an attractive
colour scheme. Fully responsive, works on all devices with smooth, easy navigation.
Responsive and Modern Design
Easy to use Navigation
HTML
NACP · UNAIDS · DGHS
GitHub
Pakistan HIV Solutions
A comprehensive platform connecting people with HIV education, care services,
and advocacy across all provinces of Pakistan — free, confidential, and accessible.
Note: This platform provides public health information only and does
not constitute medical advice. Always consult a qualified healthcare professional.
Responsive and Modern Design
Easy to use Navigation
Python
OpenAI Agents
Machine Learning
Streamlit
IntelliAnalytics
Enterprise AI analytics platform for small businesses and students.
Supports CSV, Excel, URL, and SQL data loading; a full preprocessing
pipeline; 11 classifiers and regressors; K-Means clustering; fraud
detection with Isolation Forest and Autoencoder; and 5 specialized AI
agents (Data Analyst, ML Engineer, Deep Learning Engineer, Fraud Analyst,
Executive Advisor). Built with 13 files and 1,320 lines of custom CSS.
13 ML Models
5 AI Agents
Fraud Detection
Multi-format Data
Streamlit
Supabase
Python
CSS
Portfolio Web App
Multi-page Streamlit portfolio with custom blue theme via config.toml,
5-breakpoint responsive CSS, base64 profile images, social icons,
and a Supabase-backed contact form. Deployed on Streamlit Cloud.
6 Pages
Supabase Contact Form
Streamlit Cloud
Python
OpenAI Agent SDK
OpenAI API
Huggingface
Business AI Assistant
An AI-powered assistant built in Python using the OpenAI Agent SDK and Chainlit.
Serves as a Business & Stock Market Advisor, delivering
real-time updates and insights into the AI industry — covering global trends,
stock market analysis, and future investment opportunities.
AI Chatbot
OpenAI Agent SDK
Stock Market Insights
HTML
CSS
JavaScript
GitHub Pages
HTML Portfolio Website
This very site! A clean, professional portfolio website built with
pure HTML, CSS, and JavaScript — no frameworks, no backend needed.
Features smooth page transitions, scroll animations, skill progress
bars, and a Formspree-powered contact form. Free hosting on GitHub Pages.
No Framework
GitHub Pages
Free Hosting
Credentials
Certificates & Courses
A record of courses completed and skills verified — always learning,
always building.
One Year-PostGraduate Diploma
NED University of Engineering and Technology
Data Science with Artificial Intelligence
18/12/2025
Python For Data Science
Machine Learning
Business Intelligence
Deep Learning
Generative AI
Capstone Project
View Diploma Degree →
Diploma Transcript
NED University of Engineering and Technology
Data Science with Artificial Intelligence
18/12/2025
Python For Data Science
Business Intelligence
Machine Learning
Deep Learning
Generative AI
Capstone Project
View Transcript →
Power BI
Pragmatic Works
Power BI Beginner to Pro Workshop
15/February/2026
Power BI
Data Visualization
Data Analysis
Databases
View Certificate →
Python
Pragmatic Works
Python for Data Analysis
17/July/2025
Python
Data Analysis
Data Visualization
Python Data Processing
View Certificate →
Power BI
Pragmatic Works
DAX Functions Workshop
26/June/2025
Power Query
Data Analysis Expression (DAX)
Data Visualization
Structured Query Language (SQL)
View Certificate →
Power BI Meets Fabrics
Pragmatic Works
Power BI Meets Fabrics
24/April/2025
Power BI
Power BI Fabric
Data Visualization
Data Analysis
View Certificate →
Business Intelligence
CRUX INTERNATIONAL CANADA
Professional Certificate in Business Intelligence
11/January/2025
Power Query
Data Visualization
DAX
Structured Query Language (SQL)
View Certificate →
☁️
Supabase
Backend Development with Supabase
📅 2024
PostgreSQL
REST API
Row Level Security
View Certificate →
Blog
Thoughts & Learnings
I write about Python, Streamlit, AI, data analysis, Freelancing and building
educational technology — lessons learned from real projects and experiences.
Online-Session
March 2026
15 min read
I gave a session at "THE SUFI INSTITUTE LUARI SHARIF" on "Complete Guide on Git & GitHub for Beginners"
I gave a session at "THE SUFI INSTITUTE LUARI SHARIF" on "Complete Guide on Git & GitHub for Beginners" with
key takeaways for students starting their coding journey throughout the Bachelor's degree to reach out to
real world problems for their career building.
GitHub is not a code hosting platform, it's a code collaboration platform. It's a place where developers can
collaborate on projects, share their code, and learn from each other.
I divided the session in two parts, first part was the presentation and the second part was the live demo
where I showed how to use Git and GitHub in real time. Watch Cpmplete session on my YouTube channel "Ambreen
The Data Analyst" in Urdu/Hindi languages.
Read More
→
Part#01-Watch Here
in Urdu/Hindi →
Part#02-Watch Here
in Urdu/Hindi →
Physical-Session
January 2026
15 min read
1:22:50 watch time
I gave a session at "THE SUFI INSTITUTE LUARI SHARIF" on "Navigating Computer Science in the Age of AI"
Here are my slides and a complete video on my YouTube channel "Ambreen The Data Analyst" with key
takeaways for students starting their coding journey throughout the Bachelor's degree to reach out to
real world problems for their career building.
Read
More →
Watch Here
in Urdu/Hindi →
PythonEdge-Pro Online Course
August 2025
Playlist on YouTube
PythonEdge-Pro: Teaching an Online Course in Urdu/Hindi on Python and OPENAI AGENT SDK.
I launched "PythonEdge-Pro" — an online course in Urdu/Hindi covering Python fundamentals and OpenAI Agent
SDK. The course is designed for beginners and includes video tutorials, coding exercises, and real-world
projects. Check out the playlist on my YouTube channel "Ambreen The Data Analyst".
Watch Here in Urdu/Hindi →
Online-Session
May 2025
52:30 watch time
"How I Turned skills into a Freelancing Career on Upwork" - Online-Session to (CRUX INTERNATIONAL CANADA's
students)
I shared my journey of becoming a successful freelancer on Upwork, with tips on building a strong profile,
finding clients, and delivering great work. Watch the full session on my YouTube channel "Ambreen The Data
Analyst".
Watch Here
in Urdu/HIndi →
Machine Learning
November 2024
10 min read
13 ML Models in One App: Architecture Decisions in IntelliAnalytics
When you have 11 classifiers, 2 unsupervised models, and 5 AI agents
in a single Streamlit app, architecture matters a lot. Here's how I
organized it into 13 files without losing my mind.
Will share Soon-Read More →
Tips
October 2024
4 min read
Deploying to Streamlit Cloud: Secrets, Sleep Mode, and Survival Tips
Streamlit Cloud has a learning curve. Apps sleep after inactivity,
secrets need a special format, and GitHub pushes are the only way to
update. Here's everything I wish I knew before my first deployment.
Will share soon-Read More →
Contact
Let's work together
Have a project, collaboration, or just want to say hello?
Fill the form below or reach out directly.
