Ayushi Patel

Dynamic Machine Learning & Data Science Intern at PHN Technology, adept in Python and advanced deep learning. Excelled in predictive analytics, enhancing model accuracy by over 30%. Skilled in JavaScript, demonstrated through impactful front-end development at Prabhavati Digital Service. Combines analytical problem-solving with strong communication, driving project success.

• AWS Beginner Course, Great Learning Academy, 01/01/22
• Winner of Webathon 2022, Amity University, Mumbai
• Head of Startup Event at Technicia 2022, AUM Annual Technical Fest
• Hospitality Volunteer at AMINOVA 2022, AUM Annual College Fest

Environmental Game Development - Green Guardians Elemental Clash, Designed and developed an RPG game focused on environmental awareness. Published on Core Games, promoting critical thinking on sustainability. One-Shot Image Face Recognition System, Built a facial recognition system using a Siamese Neural Network in Python. Applied deep learning techniques to achieve high accuracy in individual face recognition. Webathon Winning Project, Developed a business website for a hypothetical university in 24 hours, winning first place. Implemented a responsive UI with HTML, CSS, and JavaScript.

• Head of Startup Event - Led a university-wide event, managing marketing, logistics, and guest coordination.
• Organizer, Hackathon Event - Planned and executed a competitive hackathon, fostering innovation and teamwork.
• Head of Dining Committee - Managed dining services, resolved student concerns, and optimized meal planning.
• House Prefect - Provided mentorship, conflict resolution, and leadership for students.

Disease Prediction System, Forthcoming Publication, Developed a predictive model for disease diagnosis using Naïve Bayes, Random Forest, and K-Nearest Neighbors (KNN)., Conducted data preprocessing, feature selection, and hyperparameter tuning to improve model accuracy., Evaluated performance using precision, recall, F1-score, and ROC-AUC metrics., Integrated statistical hypothesis testing and cross-validation techniques to ensure robustness., The research paper is currently under review for publication.

• Head of Startup Event – Led a university-wide event, managing marketing, logistics, and guest coordination.
• Organizer, Hackathon Event – Planned and executed a competitive hackathon, fostering innovation and teamwork.
• Head of Dining Committee – Managed dining services, resolved student concerns, and optimized meal planning.
• House Prefect – Provided mentorship, conflict resolution, and leadership for students.

• AWS Beginner Course – Great Learning Academy (Jan 2022)
• Winner of Webathon 2022 – Amity University, Mumbai
• Head of Startup Event at Technicia 2022 – AUM Annual Technical Fest
• Hospitality Volunteer at AMINOVA 2022 – AUM Annual College Fe