This project encompassed several key responsibilities and achievements:**Data Generation and Management**: Orchestrated the production of input data for over 1800 Computational Fluid Dynamics (CFD) simulations, employing interpolation techniques. Managed and expanded the size of the input data repository, optimizing its efficiency over time.**Workflow Automation**: Automated the entire Fluent workflow using the Ansys Fluent Python package, facilitating the generation of training data from the 1800 CFD simulations. Overcame challenges by utilizing Fluent Core package settings and TUI APIs. Innovatively utilized journals and executed them within Jupyter Notebook files to streamline the process.**Post-processing Scripting**: Developed a script for post-processing data, with plans to further enhance its capabilities for smoother curve generation. Utilized raw text files to create informative and visually appealing plots.**Machine Learning Expertise**: Applied various machine learning algorithms, including Linear Regression, Ridge, Lasso Regression, Elastic net, Bayesian Ridge Regression, Orthogonal Matching Pursuit Regression, Decision Tree Regressor, Random Forest Regressor, Support Vector Regressor, K-Nearest Neighbors Regressor, Multi-layer Perceptron Regressor, Extreme Gradient Boosting Regressor, Multi-output Regressor.**Model Serialization**: Employed the Pickle library to serialize machine learning models, ensuring efficient storage and retrieval of trained models.**Web Application Deployment**: Successfully created a Flask-based web application and deployed it locally. Implemented model deserialization to make real-time predictions accessible through the web app.**GitHub Repository**: Shared the deployment models and web application on GitHub, with plans to upload the training part in the future. Collaboration and open-source contributions remain integral to the project's development.https://github.com/Sameerakhatoon/ml_project_deployment_locally

As a Computer Science Enthusiast specializing in Business Development, I combined my passion for technology with my expertise in Business Development to revolutionize the sourcing process. Here are the key responsibilities and achievements during my tenure:• Developed automated sourcing solutions, built scripts using Python for lead generation• Engaged with clients to understand their needs and presented tailored IT solutions.• Negotiated terms and closed deals, contributing to revenue growth.• Maintained strong client relationships and ensured successful project implementation.