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.
-
Machine Learning EngineerSkipCanada -
Instructional AssistantUniversity Of Waterloo Sep 2024 - PresentWaterloo, Ontario, Canada -
Data ScientistArctic Wolf May 2024 - Aug 2024Ontario, Canada -
Teaching AssistantUniversity Of Waterloo Jan 2024 - Apr 2024Waterloo, Ontario, Canada -
Data Science ConsultantWallenius Wilhelmsen Nov 2021 - Jul 2023Oslo, 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 -
Data ScientistAceso As May 2021 - Jul 2023Oslo, 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. -
Business Development InternPtcl.Official Jul 2020 - Sep 2020Islamabad, Islāmābād, PakistanInterning under PTCL's flagship Experia summer internship programme -
Spl Robocup InternRobotics And Intelligent Systems Engineering Lab At Nust Jan 2019 - Jun 2019Islamabad, PakistanWorked 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.
-
Finance ExecutiveStudent Government Association Seecs, Nust Oct 2017 - Jun 2018Islamabad, PakistanI 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
-
Data Science -
Computer Science
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).
Not the Marium Aslam you were looking for?
-
1yahoo.com
-
Marium Aslam Khan
Creative Design Lead And Illustrator At Alt Academy | Communication Designer | Illustrator | Xmaqsad | XdotandlineKarāchi -
-
Marium Aslam
Digital Marketing | Social Media Strategist | Content Creation | Social Media Marketing | Paid AdvertisementKarāchi
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial