Ayush Mehra

Experience

• 

  INeuron.ai

  Aug 2023 - Sept 2023

  Data Science

  During my ineuron internship, I spearheaded the creation of a comprehensive flight fare prediction system, harnessing Python, machine learning, cloud databases, web development, and cloud computing. This endeavor allowed me to demonstrate a diverse skill set while delivering a user-centric application for accurate fare estimates.My responsibilities and accomplishments encompassed:Flight Fare Prediction Project: I orchestrated the entire project lifecycle, employing Python for data preprocessing, feature engineering, and model training. I applied multiple regression algorithms to enhance prediction precision.Cassandra Cloud Database: I seamlessly integrated a Cassandra cloud database to manage historical flight data. By leveraging Cassandra's distributed architecture, I ensured scalability and efficient data retrieval.User Interface Development: My role included crafting a dynamic user interface using Flask and Streamlit frameworks. This enabled travelers to input travel specifics and instantly access fare predictions, enhancing user experience and usability.Cloud Deployment: I facilitated deployment on the Microsoft Azure cloud platform, ensuring accessibility and scalability. This strategic decision enabled users to access the predictive model and interface from diverse devices and locations.Data Visualization: I harnessed data visualization libraries to glean insights from historical flight data, identifying pertinent trends, patterns, and correlations for fare prediction.This experience deepened my comprehension of the synergy between machine learning, cloud computing, and web development. It showcased my ability to drive complex projects in collaborative settings, while also delivering impactful solutions. The project's success underscores my commitment to leveraging technology to tackle real-world challenges and create transformative solutions. Show less

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  Altius Dental

  Nov 2023 - now

  Marketing analysis