Ramish Fatima
Data Analytics & Business Intelligence
Extroverted · Resilient · Lively
Pakistan raised and STEM trained. I moved from automation engineering into analytics to deliver reporting leaders use.
Tech Stack
Python
R
SQL
Tableau
Power BI
Git
AWS
TensorFlow
Google Analytics
Docker
Linux
Jupyter
Azure
MySQL
Google Cloud
Apache Kafka
Apache Spark
Visual Studio
Scikit-Learn
Bash
Excel
Qlik
HubSpot
Jenkins
My Projects
My Analytics Skills
Data Cleaning & Preprocessing
Missing Values Identifier Validation Z-score Normalization Outlier Removal
Exploratory Data Analysis (EDA)
Univariate Analysis Feature Engineering Statistical Tests Dimensionality Reduction
Business Intelligence & Reporting
KPI Dashboards Report Automation Geospatial Analysis OLAP (Slice & Dice)
Machine Learning
Supervised Learning (SVM, RF) Unsupervised Clustering Neural Networks Model Evaluation
Time Series Analysis
ARIMA & SARIMA LSTM for Sequences Holt-Winters Smoothing Seasonality Detection
Experimentation & Statistics
A/B Testing Hypothesis Testing Bayesian Analysis Causal Inference
Certifications
Google Advanced Data Analytics
Issued by: Google / Coursera
Tableau Desktop Specialist
Issued by: Tableau
Project Management Foundations (PMI)
Issued by: Project Management Institute
My Personal Data Dashbaord
Fun Data Facts
Beyond the Code
Great data analysis isn’t just about numbers—it’s about impact, strategy, collaboration and fun!.
Why my story matters?
Growing up in Pakistan, where less than 20% of women pursue STEM fields,
I learned to dream big despite limited resources and societal expectations.
As the first engineer in my family and a woman in STEM, I’ve faced challenges,
but each one has shaped me into a resilient and determined professional.
Today, as a data analyst, I transform raw data into meaningful insights
creating impact. My journey is a testament to
the power of perseverance and the belief that data can change the world.
I’m passionate about using my skills to inspire others and pave the way
for more women in technology, especially in a field where women make up
only 28% of the workforce globally.
Here’s my Journey
🎓 Graduated with a Bachelor’s in Software Engineering.
💼 Worked as a Business Analyst, helping organizations optimize processes.
📈 Worked as a Data Analyst & Business Strategist, turning data into insights.
🏫 Joined Northeastern University for my Master’s, specializing in Analytics.
What People Say
“Working with Ramish has been a joy. She took charge from day one, ensuring quality and scalability in multiple applications. Within her first month, she managed workflows efficiently while maintaining a bright and meticulous attitude. Highly recommend!”
“Ramish demonstrated exceptional expertise in Business Intelligence and Analytics during our project at Northeastern. Her ability to translate raw data into strategic insights significantly contributed to our success. A highly skilled data analyst with a keen problem-solving mindset.”
“Ramish is a team player who motivates others to perform at their best. Her intelligence, problem-solving abilities, and professionalism set her apart. She consistently delivers innovative solutions and exceeds expectations!”