
Ahmed Ismail
@ahmedismail5
I build and operate scalable cloud data platforms with Databricks, AWS, Spark, and infrastructure automation.
What I'm looking for
At Systems Limited, I lead data-platform work spanning Databricks, AWS, and open-source tooling. I’ve built data models for hundreds of GBs of genomics data, visualized results in R Shiny dashboards, and developed a scalable ingestion-module proof of concept using Apache Airflow on EKS.
I’ve designed Databricks implementation SOPs across 12 workspaces and eight business units, implemented Unity Catalog and platform observability, and led 10 platform-operations resources. My background in DataOps and infrastructure operations helps me take data tools from conception and testing through productionization and handover.
Experience
Work history, roles, and key accomplishments
1) Processing Genomics data into a data model on Databricks and Visualizing it on R Shiny Dashboards (Working with Bulk Data but of the order of 100s of GBs)
2) Data Ingestion Module Development PoC on Open Source Airflow running on EKS. Incorporating scalability in the form of reducing development to config changes for onboarding new Pipelines.
Principal Consultant - Data Analytics
Systems Limited
Jan 2026 - Present (8 months)
Processing genomics data into a data model on Databricks and visualizing it on R Shiny Dashboards. Developing a data ingestion module PoC on open-source Airflow running on EKS, incorporating scalability by reducing development to config changes for onboarding new pipelines.
Senior Consultant - Data Analytics
Systems Limited
Jan 2025 - Feb 2026 (1 year 1 month)
Led a data engineering team at one of Systems Ltd's most complex customers, owning the processes and platforms handling all internal data products spanning many administrative functional aspects.
Senior Consultant - Data Analytics (Data Platforms)
Jan 2025 - Feb 2026 (1 year 1 month)
Playing my part as a Data Engineering Team's lead at one of Systems Ltd's most complex customer.
In this role I own the processes and platforms handling all of the business internal data products which span many administrative functional aspects.
- Designed the SOPs for implementation of the whole Databricks platform spanning 12 Workspaces, supporting 8 Business Units and utilized by DE, Data Science, and BI teams.
- Architected and Implemented the Unity Catalog and Platform Observability setup for the Client.
- Overlooked the deployment of a third-party tool Aily Labs in the client’s infrastructure.
- Led a team of 10 platform operations
Consultant - Data Analytics
Systems Limited
Mar 2023 - Mar 2025 (2 years)
Designed SOPs for implementing the Databricks platform across 12 workspaces supporting 8 business units. Architected and implemented Unity Catalog and platform observability, led a team of 10 platform operations resources, and oversaw deployment of Aily Labs.
Junior Consultant - Data Analytics (Data Platforms)
Jul 2021 - Feb 2023 (1 year 7 months)
Worked on some Data Platform projects for one of our clients, more details can be found in the projects sections.
Spark as a Service - Proof of Concept.
An Infrastructure migration proof of concept project for one of the company clients, with the aim to migrate from Hortonworks to AWS EMR. The client had an extensive architecture utilizing Hadoop/spark computation on Hortonworks cluster based on
Junior Consultant - Data Analytics
Systems Limited
Jul 2021 - Feb 2023 (1 year 7 months)
Worked on data platform projects including a Spark as a Service proof of concept and infrastructure migration from Hortonworks to AWS EMR. Maintained day-to-day data operations on client's data infrastructure (HDP, EMR, Databricks).
Started my career as a Data Engineer, and got training in some open-source projects. While observing and supporting senior resources.
Worked on,
1) Python, SQL
2) Spark, Databricks
3) Airflow, Nifi
1) An early-stage startup in Pakistan targeting the logistics domain. Aiming to digitize the logistics industry of Pakistan and provide transparency and optimization possibilities to stakeholders.
2) Stack included MERN running on AWS. My role was more managerial here, looking into marketing, QA, project management, and corporate sales.
3) Lead generation for new clients through different platform
The aim was to work alongside the U&M team, learn from them and specifically work on the analysis of cooling towers and their efficiency and suggest possible ways to counter losses.
Recorded maintenance data for computational means and analysis to figure out irregularities leading me to suggest the company adopt data-driven decisions in maintenance management.
Installing cheaper and longer-lastin
Studied and worked on many of the production facilities equipment’s, procedures and issues, such as PFD, P&ID of the Plant, work permit procedures for safe handling of equipment, and Sales Gas Booster Compressor (SGBC) tripping due to vibrations.
Education
Degrees, certifications, and relevant coursework
Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
Bachelor of Engineering - BE, Mechanical Engineering
2016 - 2020
The best and most eventful four years. There was a saying among friends of mine "We need to learn that there are only 24 hours in a day". Following are a few reasons that lead us to say that:
->We used to socialize and work on events as part of our societies IET and AIAA.
-> Worked as design and documentation lead for multiple teams participating in Internationally renowned competitions. ICARUS, F
Ghulam Ishaq Khan Institute of Engineering Sciences and Technology
Bachelor of Engineering, Mechanical Engineering
2016 - 2020
Activities and societies: IET and AIAA societies; design and documentation lead for ICARUS, Foxtrot, and Hammerhead teams.
Bachelor of Engineering in Mechanical Engineering. Active in societies and design teams, maintaining a healthy academic record.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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