Riya B Patel
Full-Stack Developer | Gen AI/ML & Data Science Enthusiast | Cloud & DevOps Learner
📧 riyabpatel1102@gmail.com
📞 +91-9023133577
🔗 LinkedIn
🐙 GitHub
🔗 Resume
🎓 Education
Vellore Institute of Technology, Bhopal
B.Tech in Computer Science & Engineering
Sept 2022 – May 2026
GPA: 9.02/10
Advait Vidyaniketan
Secondary & Higher Secondary School
June 2018 – March 2022
- 12th: 82%
- 10th: 93%
💻 Skills
- Languages: Java, Python, C++
- Frontend: ReactJS, HTML, CSS, JavaScript, Tailwind, TypeScript
- Backend: Node.js, Express.js, MongoDB, MySQL
- Machine Learning: Supervised & Unsupervised Learning, Regression, Classification, Clustering, Model Evaluation
- Data Science: Pandas, NumPy, Matplotlib, Scikit-learn, TensorFlow
- Tools: GitHub, Postman, AWS (beginner), Docker (basic)
🚀 Projects
GiftBloom – MERN Stack E-Commerce Gifting Website
- Developed a full-stack e-commerce platform using React.js, Node.js, Express.js, and MongoDB.
- Implemented user authentication, product filtering, cart management, and secure payment integration.
- Designed an admin dashboard for managing products, orders, and viewing analytics.
AstraMedicare– MERN Stack Doctor Appointment Booking System
- Built a full-stack doctor appointment booking system using the MERN stack (MongoDB, Express.js, React.js, Node.js).
- Implemented role-based authentication for Patients, Doctors, and Admins using JWT and protected routes.
- Integrated key features including online appointment booking, Electronic Health Record (EHR) management, and secure payment processing.
- Designed a responsive and intuitive user interface using Tailwind CSS and React Router DOM for seamless navigation across roles and devices.
Home Loan Default Prediction – Deep Learning Model
- Built a binary classification model using TensorFlow and Keras to predict loan defaulters.
- Conducted comprehensive data preprocessing, including missing value treatment, EDA, label encoding, and feature scaling, for ~300+ features.
- Handled severe class imbalance using SMOTE and optimized model performance with EarlyStopping and ReduceLROnPlateau callbacks.
- Visualized model performance through ROC curve analysis and evaluated using metrics focused on minimizing false negatives in high-risk financial decisions.
Medical Insurance Cost Prediction – Linear Regression Model
- Built a regression model using scikit-learn to estimate medical insurance charges based on demographic and health factors.
- Performed data preprocessing, one-hot encoding, and exploratory data analysis including correlation heatmaps and box plots.
- Trained and evaluated a Linear Regression model achieving an R² score of 0.85, with smoking status and BMI as top predictors.
- Visualized predictions using scatter plots and applied the model to forecast charges for new patient data.
Australian Apparel Limited (AAL) – Q4 2020 Sales Analysis
- Performed EDA on Q4 2020 sales data of AAL using Pandas and NumPy.
- Visualized trends using Matplotlib and Seaborn.
- Provided actionable insights for marketing and sales strategy optimization.
📜 Certifications
- Full Stack Web Development – Apna College
- Machine Learning– Simplilearn + EICT-IITG
- Deep Learning Specialization– Simplilearn + EICT-IITG
- Applied Data Science – Simplilearn + EICT-IITG
- Cloud Computing – NPTEL
- Master C++ Programming Course – GeeksforGeeks
- Bits and Bytes of Computer Networking – Coursera
- AWS Cloud Solutions Architect Course – Ethunus
- Python for Data Science – IBM
- DevOps Fundamentals - IBM
🥇 ECA Achievements
- Secured 1st prize in the ‘Read the Preamble’ Quiz conducted by IIM Sirmaur.
- Secured 2nd position in the ‘Star Power: The Endorsement Effect Quiz’ conducted by IIM Rohtak.
- Secured the 5th rank in the quiz competition (Quize-Buzz 2.0) organized by Delhi Technological University (DTU).