Data Scientist with 7+ years of experience delivering machine learning, analytics, and Generative AI solutions across telecommunications, consulting, and enterprise environments. I build scalable ML systems, automate data workflows, and turn complex data into practical business outcomes. I have production experience using Python, SQL, and cloud platforms (AWS/GCP) to deliver end-to-end pipelines including document processing, anomaly detection, model evaluation/monitoring, and operational dashboards. I also collaborate with stakeholders to identify high-value use cases and translate business needs into reliable technical solutions.…

Saba Muhammad Ali

Data Scientist with 7+ years of experience delivering machine learning, analytics, and Generative AI solutions across telecommunications, consulting, and enterprise environments. I build scalable ML systems, automate data workflows, and turn complex data into practical business outcomes. I have production experience using Python, SQL, and cloud platforms (AWS/GCP) to deliver end-to-end pipelines including document processing, anomaly detection, model evaluation/monitoring, and operational dashboards. I also collaborate with stakeholders to identify high-value use cases and translate business needs into reliable technical solutions.…

Available to hire

Data Scientist with 7+ years of experience delivering machine learning, analytics, and Generative AI solutions across telecommunications, consulting, and enterprise environments. I build scalable ML systems, automate data workflows, and turn complex data into practical business outcomes.

I have production experience using Python, SQL, and cloud platforms (AWS/GCP) to deliver end-to-end pipelines including document processing, anomaly detection, model evaluation/monitoring, and operational dashboards. I also collaborate with stakeholders to identify high-value use cases and translate business needs into reliable technical solutions.

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Experience Level

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Work Experience

Data Scientist at Bell Canada
December 1, 2023 - June 30, 2025
Designed and deployed a Generative AI solution using Pydantic and Gemini on GCP to extract structured data from unstructured PDFs in production. Built an automated, page-wise document-processing pipeline with BigQuery tracking and exception logging, reducing manual data entry by more than 80%. Developed a Selenium bot to download source documents for high-volume intake. Analyzed historical text data to identify request reassignment triggers and optimized operational workflows. Reduced ticket assignment query time from 12 seconds to under 1 second. Conducted A/B testing and implemented Kibana/Elasticsearch dashboards for model evaluation, monitoring, and operational reporting. Automated anomaly detection using Apache Airflow and Python with alerting logic. Led customer data unification and standardized extraction processes using ETL/data warehousing in SAS DI Studio.
Data Scientist at Bell Canada, Toronto, ON
December 1, 2023 - June 1, 2025
Continued leadership in GenAI initiatives, maintaining real-time dashboards, anomaly detection, and data unification across production systems; contributed to performance optimization and scalable data workflows.
Data Scientist at Limbik Canada
October 1, 2022 - July 31, 2023
Developed and improved machine learning models using AWS AutoML to support client decision-making. Led data curation and feature engineering in Python to improve model accuracy and production usability. Worked directly with clients to identify high-value data science use cases and translate business requirements into technical solutions. Standardized the project codebase to improve delivery consistency and team efficiency.
Data Scientist at Limbik Canada, Toronto, ON
October 1, 2022 - July 1, 2023
Developed and improved ML models to enhance client decision-making processes; performed data curation and feature engineering; collaborated with clients to identify new opportunities for data science applications; standardized the codebase across projects.
Data Scientist at Bell Canada
July 1, 2021 - March 31, 2023
Delivered analytics/ML and operational improvements across production workflows, including automation and monitoring. Worked on model evaluation and monitoring with dashboarding, and supported optimization of operational processes using historical data analysis and ML-driven logic.
Data Scientist at Bell Canada, Toronto, ON
July 1, 2021 - March 1, 2023
Designed and deployed Generative AI solutions to extract structured data from unstructured PDFs; built an automated document processing pipeline with page-wise text extraction; integrated extraction tracking using BigQuery; developed a Selenium bot to automate document downloads; reduced manual data entry by over 80%; performed historical data analysis; optimized database queries; conducted A/B testing; created real-time dashboards in Kibana/Elasticsearch; automated anomaly detection with Airflow; standardized data extraction and customer data unification using ETL and data warehousing techniques; identified sales opportunities through data insights.
Data Scientist at GBM Pakistan
August 1, 2018 - January 31, 2020
Researched and implemented predictive analytics to forecast customer purchasing behavior. Developed an automated OCR tool using IBM DataCap and FileNet Manager to digitize physical records and improve retrieval processes.
Data Scientist at GBM Pakistan, Karachi, Pakistan
August 1, 2018 - January 1, 2020
Researched and implemented predictive analytics to forecast customer purchasing behavior; developed an automated OCR tool using IBM DataCap and FileNet Manager to digitize physical records.
Data Scientist at Integration Xperts
January 1, 2018 - July 31, 2018
Designed and implemented customer analytics software for retail clients. Delivered real-time data insights through Power BI dashboards.
Data Scientist at Integration Xperts, Karachi, Pakistan
January 1, 2018 - July 1, 2018
Developed and delivered real-time data insights in Power BI to clients; designed and implemented customer analytics software for retail enterprises; standardized codebase for efficiency.
Trainee Data Scientist at Inbox Consulting
March 1, 2017 - January 31, 2018
Built an automated employee attendance system using Python, OpenCV, and scikit-learn. Tested and refined model performance to improve accuracy and reliability.
Trainee Data Scientist at Inbox Consulting, Karachi, Pakistan
March 1, 2017 - January 1, 2018
Engineered an automated employee attendance system using Python, OpenCV, and scikit-learn; conducted testing to enhance model performance.

Education

MS Computer Science at Institute of Business Administration, Pakistan
August 1, 2016 - December 1, 2018
BS Computer Science at National University of Computer and Emerging Sciences, Pakistan
August 1, 2012 - May 1, 2016
MS Computer Science at Institute of Business Administration, Pakistan
August 1, 2016 - December 1, 2018
BS Computer Science at National University of Computer and Emerging Sciences, Pakistan
August 1, 2012 - May 1, 2016

Qualifications

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Industry Experience

Software & Internet, Telecommunications, Professional Services, Media & Entertainment, Financial Services

Skills

Experience Level