Saba Abbas

Saba Abbas Email and Phone Number

Data Scientist @
Saba Abbas's Location
Pakistan, Pakistan
About Saba Abbas

About 6+ years of experience in Data Science and Machine Learning with a proven track record of developing and implementing large-scale algorithms that have significantly impacted business and user experience. Experience in Python for machine/deep learning algorithm development, data modeling, statistical learning, and data analysis.• Experience in Python and machine learning platforms Tensorflow, Keras, PyTorch, Caffe, etc.• Expertise in classical machine learning, neural networks, deep learning, statistical artificial intelligence, reinforcement learning, computer vision and language processing.• Experience in machine learning & deep learning techniques to create new, scale-able solutions for business and technical problems.• Hands-on expertise in segmentation, object detection, classification, deep learning models.• Experience in big data and associated scale able data routing and buffering, processing and routing techniques.• Knowledge of relevant information from large amounts of data to help in automating the workflows and optimizing key processes.• Experience in building end-to-end machine learning solutions to solve complex customer problems.• Knowledge of online training and deployment of machine learning models for continuous delivery.

Saba Abbas's Current Company Details
Party Avengers

Party Avengers

Data Scientist
Saba Abbas Work Experience Details
  • Party Avengers
    Data Scientist
    Party Avengers Jan 2023 - Present
     Designing deep learning solutions for problems at a scale.Implement end-to-end solutions for batch and real-time algorithms along with requisitetooling around monitoring, logging, automated testing, performance testing and A/Btesting. Design and build novel/custom deep learning architectures. Evaluate accuracy and quality of the designed models as well as data sources. Stay up to date with the latest models and changes in the technology. Design and develop production-ready code. Communicate results and implications to colleagues and business partners. Coordinate with application development teams to integrate developed models withexisting applications. Design and deploy core platform components for a new data mesh driven solution. Prioritize and deliver against a defined Backlog of Epics in an agile approach. Review and demonstrate solutions with stakeholders and aligned agile pods. Identify and implement automation opportunities to ingest, search and process datasets.Liaise with peers within various business domains to facilitate the adoption of the newplatform.
  • National University Of Sciences And Technology (Nust)
    Data Science Consultant
    National University Of Sciences And Technology (Nust) Sep 2021 - Dec 2022
     Designed complete machine learning and deep learning pipeline from data fetching todeployment and testing. Designed and optimized sensor live streams for runtime feature generation. Proposed and developed multi-task learning based computer vision solutions as coredecision making modules. Worked on big datasets for segmentation, regression and object detection. Big data processing, analysis and database management for realtime multivariate feeds. Designing and implementation of multi-class object detection, segmentation, sceneclassification, regression and scenario based decision forecasting. Deployments and integration of imbedded inference models. Progressive learning, optimization, A/B testing and evaluation of production deeplearning models. Designing and implementation of ensemble machine learning models. Proposed and developed multi-task learning based computer vision solutions as coredecision making modules.
  • Prismatic Business
    Data Scientist
    Prismatic Business May 2015 - Aug 2021
     Designing and managing relational databases for multivariate big data. Implementation of descriptive analytics for historical data. Designing and implementation of data diagnostic techniques for identification of rootcause against the diagnostic key points. Identification of patterns and their seasonality using segmentation, clustering andpattern extraction techniques. Implement the predictive and prescriptive analysis techniques for CI/CD. Translate and communicate efforts underway, progress, results, and solutions tobusiness client leadership. Evaluate new technologies and data that will help improve AI/ML and advancedanalytics, product development processes, solution deployments and modeldevelopment guidelines. Improve the enterprise's knowledge of emerging technologies, frameworks, and trendsin AI (Artificial Intelligence) and ML. Investigate technical issues, interpretations and instruments through a systematicapproach to the problem including exploring datasets to discover trends and patterns; build predictive models and ML/AI; develop new methods for uncovering trends.

Saba Abbas Education Details

Frequently Asked Questions about Saba Abbas

What company does Saba Abbas work for?

Saba Abbas works for Party Avengers

What is Saba Abbas's role at the current company?

Saba Abbas's current role is Data Scientist.

What schools did Saba Abbas attend?

Saba Abbas attended Virtual University Of Pakistan, The Islamia University Of Bahawalpur.

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