Muhammad Ahsan
Angestellt, Lead Data Scientist, Ginkgo Analytics
Berlin, Deutschland
Über mich
Experienced data professional with demonstrable work history across Europe and Pakistan. Skilled in machine learning, designing data architecture, data science & engineering. Strong expertise in solving business problems through tangible data solutions. Computer Science background with a Master's degree in Data Mining and Knowledge Management from Université Lumière Lyon 2 (France)
Werdegang
Berufserfahrung von Muhammad Ahsan
For one of the largest telecommunication-based clients, I am hands-on involved in designing an event-driven architecture of a deep-learning (CNN) powered product. Leading the implementation and MLOps of multilabel image and video classification. Implementation of CI/CD for the microservices and ML pipelines on GCP. Releasing data science artifacts using BigQuery and GraphQL-based microservices. Setting standards for production-ready ML codebase and best practices.
1 Jahr und 9 Monate, Jan. 2020 - Sep. 2021
Senior Machine Learning Engineer
Freelance
I was responsible for designing resilient and scalable architectures of multiple machine-learning systems. Implementation of ml-pipelines for model training, evaluation, deployment, and monitoring. Leading the backend development of a machine-learning-based recommendation service. Monolith system migration to asynchronous micro-services using strangler patterns. Supporting stakeholders in the further development of machine learning and data solutions.
I was responsible for providing technical leadership and helping the management with the data strategy. Defining the vision, and goals including outlining the roadmap of the data science team. Architect, implement and roll out pricing-focused products driven by machine learning. Taking ownership of existing non-operational data science artifacts and operationalizing them through microservice architecture. Supervise the development of ML pipelines for training, evaluation, deployment, and monitoring.
2 Jahre und 5 Monate, Mai 2016 - Sep. 2018
Data Scientist
bd4travel GmbH
Worked in big data analytics to extract marketing intelligence insights. Performed quantitative analysis, pattern mining and statistical modeling to understand how we drive value for our clients. Involved in complete data science life-cycle right from business and data understanding up to modeling, evaluation and deployment. Reported, visualised and communicated results to internal and external stakeholders.
I was responsible for exploiting machine learning algorithms for team formation in a new scientific research lab. It included generating large snapshots of co-authorship networks using scientific publications. Feature engineering, training, evaluation, and hyperparameter tunning of models. Finally, within the hiring budget and scientist's productivity predictions, forming teams that would maximize the likelihood of overall future productivity.
1 Jahr und 7 Monate, März 2010 - Sep. 2011
Software Engineer
Techlogix
I was responsible for database programming using Java, SQL, Oracle PL/SQL, and UNIX scripting. Database performance and query optimizations. Data analysis of financial and non-financial transactions. Designing data migration strategies and ETL pipelines. System bug simulation, and troubleshooting. I was also part of the technical support team (T2/L2) in three-tiered support architecture. I also managed technical and business communications simultaneously between the client and vendor.
1 Jahr und 5 Monate, Aug. 2009 - Dez. 2010
Laboratory Instructor
National University of Computer and Emerging Science
I was responsible for the execution of practical lab sessions as part of computer science courses. Leading technical lab sessions including evaluation of undergraduate students. Programming lab sessions in C/C++, Java, and Database Management Systems. Providing teaching support to senior faculty for the ongoing undergraduate courses in the computer science department.
Ausbildung von Muhammad Ahsan
2 Jahre und 1 Monat, Sep. 2011 - Sep. 2013
Data Mining and Knowledge Management
University Lumière Lyon 2
Specialization in Relational Pattern Mining
4 Jahre und 2 Monate, Juli 2005 - Aug. 2009
Computer Science
National University of Computer and Emerging Sciences
Sprachen
Englisch
Fließend
Deutsch
Gut
Französisch
Grundlagen