Amna Ilyas
Karachi, Pakistan
Amna Ilyas
Systems & Workflow Automation Specialist
Category : Systems automation
"I am a Systems Automation Specialist dedicated to helping businesses streamline their workflows and save valuable time. I specialize in automating repetitive tasks, connecting business tools, and optimizing digital operations.
My Services Include:
Workflow & Process Automation (n8n, python)
API Integration & Data Synchronization
Business Process Optimization & CRM Setup
Custom Automation Tools & Error Handling
I work closely with clients to understand their needs, design tailored automated solutions, and ensure smooth, reliable systems that boost productivity."
My Services Include:
Workflow & Process Automation (n8n, python)
API Integration & Data Synchronization
Business Process Optimization & CRM Setup
Custom Automation Tools & Error Handling
I work closely with clients to understand their needs, design tailored automated solutions, and ensure smooth, reliable systems that boost productivity."
Working hours
- Monday:08h00 To 18h00
- Tuesday:09h00 To 23h00
- Wednesday:09h00 To 23h00
- Thursday:20h00 To 23h00
- Friday:20h00 To 23h00
- Saturday:20h00 To 23h00
- Sunday:20h00 To 23h00
![I will build custom automated workflows and business automation]()
Base price covers basic 1-2 step automations. For complex workflows, contact me for a custom quote!
During my Data Science internship at Syntecxhub, I developed and deployed 4 key data-driven Python projects:
Data Cleaning Utility: Built an automated preprocessing tool to clean and transform datasets efficiently for automation workflows.
Retail BI & Customer Analytics Dashboard: Developed an interactive Streamlit dashboard analyzing the UCI Online Retail II dataset using Pearson correlation, heatmaps, pair plots, and outlier detection.
COVID-19 Analytics Dashboard: Designed a Streamlit & Plotly dashboard analyzing OWID data, implementing rolling averages, peak detection, and a custom transmission trend index.
PSL Match Prediction & EDA Dashboard: Conducted EDA, hypothesis testing, and built a Logistic Regression model for match predictions; deployed live on Streamlit Cloud.
Tech Stack & Skills Used: Python, Streamlit, Pandas, Plotly, Machine Learning (Logistic Regression), Data Preprocessing, EDA, Deployment
Data Cleaning Utility: Built an automated preprocessing tool to clean and transform datasets efficiently for automation workflows.
Retail BI & Customer Analytics Dashboard: Developed an interactive Streamlit dashboard analyzing the UCI Online Retail II dataset using Pearson correlation, heatmaps, pair plots, and outlier detection.
COVID-19 Analytics Dashboard: Designed a Streamlit & Plotly dashboard analyzing OWID data, implementing rolling averages, peak detection, and a custom transmission trend index.
PSL Match Prediction & EDA Dashboard: Conducted EDA, hypothesis testing, and built a Logistic Regression model for match predictions; deployed live on Streamlit Cloud.
Tech Stack & Skills Used: Python, Streamlit, Pandas, Plotly, Machine Learning (Logistic Regression), Data Preprocessing, EDA, Deployment
"Specializing in computational finance, quantitative analysis, and automated financial modeling at NED University. Coursework and practical study cover financial mathematics, data analytics, programming, and software tools designed to optimize financial workflows and data-driven decision making."
- Data Science Internship Certificate 24/07/2026
![Data Science Internship Certificate]()
"Completed a 2-month Data Science Internship at Syntecxhub. Gained hands-on experience in Python programming, data analytics, exploratory data analysis (EDA), and machine learning workflow automation. Credential ID: SH07DSQMXNN5FeQy" - Deloitte Australia - Data Analytics Job Simulation 25/06/2026
![Deloitte Australia - Data Analytics Job Simulation]()
"Completed a virtual Data Analytics Job Simulation with Deloitte Australia via Forage. Practical training focused on real-world data analysis, business insight generation, data visualization, and Microsoft Excel modeling."
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