Marium Aslam

Marium Aslam Email and Phone Number

Machine Learning Engineer @ Skip
Canada
Marium Aslam's Location
Canada, Canada
About Marium Aslam

As a Data Scientist with over 2 years of experience, I specialize in designing innovative machine learning solutions and leveraging cloud platforms to streamline workflows. My expertise spans Python, R, SQL, advanced ML techniques, and MLOps, with hands-on experience in both AWS and Azure ecosystems.🌟 Key Achievements:Built an Agentic Retrieval-Augmented Generation (RAG) application featuring an intelligent chatbot for customized EDA, delivering adaptive insights for healthcare analysis.Developed an unsupervised method for malware similarity and deduplication, optimizing it for obfuscated PE files and scaling it to handle large datasets.Led the creation of an audio scene recognition model using TensorFlow Lite, improving accuracy by 30% for healthcare use cases.Designed and deployed ML pipelines with AWS SageMaker and MLflow, and streamlined ETL workflows with Azure DevOps, enhancing CI/CD processes and reducing data processing times by over 90%.📚 Educational Background:Master’s degree in Data Science and Artificial Intelligence.🔍 Career Interests:Passionate about applying AI to solve real-world problems in cybersecurity, healthcare, and generative AI.🌐 Looking Ahead:Eager to collaborate with forward-thinking teams to innovate at the intersection of AI, cloud computing, and impactful use cases.

Marium Aslam's Current Company Details
Skip

Skip

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Machine Learning Engineer
Canada
Website:
SkipCanada.com
Employees:
2330
Marium Aslam Work Experience Details
  • Skip
    Machine Learning Engineer
    Skip
    Canada
  • University Of Waterloo
    Instructional Assistant
    University Of Waterloo Sep 2024 - Present
    Waterloo, Ontario, Canada
  • Arctic Wolf
    Data Scientist
    Arctic Wolf May 2024 - Aug 2024
    Ontario, Canada
  • University Of Waterloo
    Teaching Assistant
    University Of Waterloo Jan 2024 - Apr 2024
    Waterloo, Ontario, Canada
  • Wallenius Wilhelmsen
    Data Science Consultant
    Wallenius Wilhelmsen Nov 2021 - Jul 2023
    Oslo, Norway
    • Orchestrated ETL workflow automation using Azure pipelines for efficient data extraction from diverse sources, achieving 100% data accuracy and effective visualization, aligning with key business insights.• Optimized high-volume data analysis by refactoring legacy code, cutting runtime from 4 hours to 15 minutes.• Played a pivotal role in directing data and application architecture, facilitating essential dialogue with business and tech teams on product design, system functionality, and aligning business objectives for increased user satisfaction.• Collaborated with database vendors to optimize database structures and problem solving. Optimized data model and query statements to significantly reduce response time from 7 minutes to 30 seconds, thus improving user experience and data accessibility by over 90%.• Initiated and led the development of automated data cleaning, validation, and preprocessing pipelines, boosting data preprocessing efficiency by 30% and contributing to more streamlined workflows.• Managed Git repositories and CI/CD pipelines in Azure DevOps, enhancing team collaboration and refining UAT feedback processes, in line with agile best practices.• Trained and integrated 6 new data analysts, fostering team functionality and effective project delivery, and played a crucial role in steering the application to a successful live launch
  • Aceso As
    Data Scientist
    Aceso As May 2021 - Jul 2023
    Oslo, Norway
    - Developed an audio scene recognition model using TensorFlow Lite, increasing accuracy by 30% to improve healthcare decision-making.- Reviewed and tested an AutoML platform for audio recognition, improving software performance by 80% and enhancing data processing.- Transitioned to on-premise gateway systems with Keras, boosting model accuracy by 40% while maintaining data privacy.- Managed Couchbase cloud databases for high-volume data, deploying solutions in five facilities and delivering actionable insights through dashboards.- Applied agile methodologies to lead cross-border teams, ensuring efficient product development and successful deployments.
  • Ptcl.Official
    Business Development Intern
    Ptcl.Official Jul 2020 - Sep 2020
    Islamabad, Islāmābād, Pakistan
    Interning under PTCL's flagship Experia summer internship programme
  • Robotics And Intelligent Systems Engineering Lab At Nust
    Spl Robocup Intern
    Robotics And Intelligent Systems Engineering Lab At Nust Jan 2019 - Jun 2019
    Islamabad, Pakistan
    Worked as an intern at Robotics and Intelligent Systems Engineering. Qualified for RoboCup 2019 Sydney, Australia and RoboCup Asia Pacific 2019 Tianjin, China. Worked on the development and testing of NAO Robot by Aldebran: Camera Calibration, Error Handling, Module Development. Testing of Motion Modules concerning Head, Torso, and Feet.
  • Student Government Association Seecs, Nust
    Finance Executive
    Student Government Association Seecs, Nust Oct 2017 - Jun 2018
    Islamabad, Pakistan
    I was a finance executive in the student government association in my school. I was responsible for finances collection for different events that were held by the association.

Marium Aslam Education Details

Frequently Asked Questions about Marium Aslam

What company does Marium Aslam work for?

Marium Aslam works for Skip

What is Marium Aslam's role at the current company?

Marium Aslam's current role is Machine Learning Engineer.

What schools did Marium Aslam attend?

Marium Aslam attended University Of Waterloo, National University Of Sciences And Technology (Nust).

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