
Muhammad Ansari
Senior Executive Engineer

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About me
Technology | Actionable Insights | Automation | MoIT Data Sciences
Education

Aligarh Institute of technology, Karachi
1991 - 1994Diploma of Associate Engineering Electrical and Electronics Engineering A+
Govt Jamia Millia Poly Technic Institute , Karachi
1986 - 1988TSC Electrical and Electronics EngineeringActivities and Societies: Electronics

Whitecliffe - Technology & Innovation
2023 - 2024Master of Information Technology Data Science A+.webp)
Sir Syed University of Engineering & Technology (SSUET)
1996 - 2000Bachelor of science in Electronics Engineering.
Experience

Ufone
Oct 2001 - Jun 2005Senior Executive Engineer⋄ Conducted network data analysis to support optimization activities⋄ Reported on network traffic balancing across different technology layers⋄ Performed performance analysis for new cellular sites⋄ Analysed data from field measurements using Ericsson TEMS Investigation,including post-processing of log files.⋄ Regularly reported key tuning values (P10, P90) on network parameterdata to the engineering team.⋄ Planned nominal cells and generated cell plans for an upcoming sites Show less

Etisalat
Jul 2005 - Jun 2013Optimization Analytics - SpecialistCapacity forecast and dimensioning. utilized data analytics to implement second and third carrier modifications, optimizing capacity for timely reselections, blind handovers, and service-based actions, driving performance improvements.⋄ Conducted daily KPI monitoring to detect Quality of Service issues, facilitating timely resolution.⋄ Conducted RF planning studies using data analysis for key housing, business centres and universities, ensuring optimal network performance in these developments.⋄ Monitored cell resource utilization through data analytics to prevent KPI degradation due to high resource demand, taking corrective actions as needed.⋄ manage the site-sharing project over 150 sites, ensuring effective collaboration and resource optimization. Show less

Huawei
Jul 2013 - Oct 2014RF Performance Analytics EngineerPro-Care activities: Event monitoring, troubleshooting, post-implementation analysis, and management reporting.⋄ Network call drop: Utilized Huawei proprietary data analytics tools like Assistant, M2000, and Unet to optimize the cellular network reducing the network call drop rate from 2% to 1.5% . ⋄ Customer Churn Reduction: Utilized network performance insights to proactively address issues impacting user experience, helping to reduce customer churn through targeted improvements in service reliability and network speed.⋄ Benchmarking: Defined scoring weighting models to generate competitive standings for each for each region across Opcos. Show less

Visionstream Pty Ltd
Oct 2014 - Apr 2016NGA DesignerData Framework: Streamlined data processes and created daily metricsreports using SQL, Excel, and Tableau, automating workflows to reducereporting time by 30% and enabling quicker access to performance metricsfor informed decision-making.⋄ Reducing permit processing times: Managed data integration with deliverypartners, coordinating Level 1 and 2 permit arrangements from the Council.. Utilized data analytics to improve communication and workflow efficiencies, reducing permit processing times and ensuring timely project delivery.⋄ Ensured health and safety compliance and maintained project documentation. Show less

One New Zealand
Apr 2016 - nowE2E quality and performance EngineerBusiness Strategy: Delivered data and analytics solutions to enhance business strategies and technology execution.Customer Insights: Developed an interactive dashboard visualizing subscriber locations and NPS data for targeted regional strategies.Customer Sentiment Analysis: Built a Python script to analyze NPS feedback and visualize key trends, extracting actionable insights using Pandas, TextBlob, and NLTK.Bridging Tech & Business Data: Integrated customer feedback with network performance data in Snowflake to uncover insights that improve the customer experience. Show less
Licenses & Certifications
- View certificate

Introduction to 5G
LinkedInJun 2024 - View certificate

Generative AI Overview for Project Managers
Project Management InstituteNov 2024 - View certificate

End-to-End Real-World Data Engineering Project with Databricks
LinkedInNov 2024 - View certificate

Introduction to Prompt Engineering for Generative AI
LinkedInJun 2024 - View certificate

Wireshark Essential Training
LinkedInApr 2024 - View certificate

How to Use Data Visualization to Make Better Decisions—Faster
LinkedInMar 2024 - View certificate

Applied Machine Learning: Foundations
LinkedInAug 2023 - View certificate

Advanced Python: Working With Data
LinkedInDec 2023 - View certificate

Fundamentals of Agentic AI: Business Implications and Ethical Insights
LinkedInMar 2025 - View certificate

Advanced Snowflake: Deep Dive Cloud Data Warehousing and Analytics
LinkedInMar 2025
Languages
- urUrdu
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