Improving the Performance and Yield using open source based advanced modeling frameworks – Pharma/ Life Science

Tridiagonal Solutions > Events > Improving the Performance and Yield using open source based advanced modeling frameworks – Pharma/ Life Science

  • Improving the Performance and Yield using open source based advanced modeling frameworks – Pharma/ Life Science

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  • 17/08/2023 - 10:00 am - 10:45 am EDT
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  • Pharma/life-science industries have been implementing the best practices of statistical techniques to ensure the quality standards are met. Being one of the most stringent sectors, circled with compliances and regulations, they have been the early adopters of the latest technologies to implement the adv. Modeling tech-stack. Driven by bulk-batch operations, this sector is cursed with the challenge of limited data, be it process or quality. Such challenges have given us the realization that right modeling approach is far more important than the platform capabilities itself. These limitations have also broadened the horizons to unleash the potential of open-source platforms for the development of advanced modeling methodologies to address the challenges of quality control, batch-to-batch variations, batch rejections and others.

    In this webinar, we shall focus on advanced modeling and optimization frameworks, which has shown the potential to improve the performance and yield of the batch processes. These frameworks developed using open-source languages such as python, R, are known to address the batch-related challenges, even if the processes have limited historical data for modeling. Such frameworks empower organizations to process and model the data for such highly constrained operational conditions in order to realize reliable and high-fidelity outputs.

    Key areas to cover:

    • Hybrid Modeling for process optimization
    • Quality optimisation
    • Batch-to-Batch Variations
    • Sustainability Metrics – Energy / Assets / Process
    • Leveraging adv. modeling approaches
    • Yield improvement

    Who should attend:

    • Production Engineers
    • Product Development Scientists
    • Data Analysts
    • Digitalization leads from Lab, Pilot and Commercial production

     

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    Improving the performance and yield using open source based advanced modeling frameworks – Pharma/ Life Science

    17/8/202310:00am EDT45 minutes

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Pravin, one of the five members of Board of Directors in Tridiagonal Solutions has proven his expertise in creating, positioning and managing high growth companies. Mr. Jain has completed his Bachelors in Computer Engineering from University of Mumbai and Masters in Computer System Engineering from Northeastern University, Boston. He has also completed the Executive Program for Growing Companies at Stanford University Graduate School of Business. He has over 17 years of experience in Technology Entrepreneurship, Business Development and Delivery of Customer Centric Solutions. Pravin’s experience includes acquiring as well as divesting companies. Pravin lived and worked for 14 years in the US, and shifted back to India in the summer of 2006. He has driven, and been accountable for Sales, Marketing, Technology, Delivery and Strategy functions at his previous ventures. Pravin’s previous company grew by over 40x in 6 years and was subsequently divested to Wipro.

Ashish heads the software development activities at Tridiagonal Solutions. He has Post graduate degree in Fluid Mechanics and Thermal Sciences from IIT, Kanpur. Ashish is also a founder member of Tridiagonal and his interests include Computational Fluid Dynamics, Turbulence Modeling, Technical Training and Mentoring along with Open Source Software Development. Before founding Tridiagonal, Ashish worked with Fluent for seven years where he looked after product management responsibilities for Catia and FlowLab products.

Dr. Damodaran Vedapuri heads the North American Operations of Tridiagonal Solutions. He obtained his doctorate from Ohio University. Dr. Vedapuri has wide experience in Computational Fluid Dynamics, Flow Accelerated Corrosion and solving Multiphase Flow Problems of interest to the oil and gas industry. Before joining Tridiagonal, he was employed with SwRI, a premier research lab in the US and at Fluent Inc.

Dr. Damodaran Vedapuri heads the North American Operations of Tridiagonal Solutions. He obtained his doctorate from Ohio University. Dr. Vedapuri has wide experience in Computational Fluid Dynamics, Flow Accelerated Corrosion and solving Multiphase Flow Problems of interest to the oil and gas industry. Before joining Tridiagonal, he was employed with SwRI, a premier research lab in the US and at Fluent Inc.

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