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Greetings, fellow developers!

GIF

🚀 Software Developer | Passionate Creator | Impact Seeker

🌟 With over a year of software development experience, I thrive on turning innovative ideas into impactful projects that touch people's lives.

🛠️ From crafting elegant code to building solutions that make a difference, I'm dedicated to creating technology that drives positive change and empowers communities.

💡 Let's collaborate on projects that inspire and transform. Together, we can make a difference, one line of code at a time.

📫 Reach out to me for exciting opportunities and meaningful collaborations!

✨ Let's build a better tomorrow, today! ✨

My Projects 🌟

  • [Tech Stack] - TensorFlow Hugging Face Transformers Python
  • Implemented a Text Summarizer project utilizing Large Language Models (LLMs) to condense conversation into precise summary.
  • Leveraged pre-trained pegasus LLM from hugging face transformers to fine tune samsum dataset.
  • [Tech Stack] - Machine Learning Scikit-learn Seaborn Python Pandas NumPy Matplotlib
  • Developed and compared three models Logistic regression, Decision Tree and Random forest respectively.
  • Performed feature selection, exploratory data analysis and model evaluation.
  • Addressed imbalanced classes, showcasing the unbiased nature of Tree based classifiers.
  • [Tech Stack] - Django React Redux MySQL Machine Learning Python
  • Developed RESTful APIs using the Django framework to augment API performance and implemented personality prediction utilizing K-means clustering. Achieved an accuracy rate exceeding 80% through analysis of DASS (Depression, Anxiety, and Stress Scale) test data.
  • [Tech Stack] - Spring Boot Hibernate MySQL JSP
  • A Doctor - Patient Management Portal in which patient has ability to schedule an appointment with doctor.

⚡ Technologies

Languages

Python Java C++ SQL C

Web and Databases

React.js Redux Vue.js Node.js JavaScript HTML/CSS MongoDB PostgreSQL MySQL

Frameworks

Spring GraphQL Jest WebdriverIO Flask Django TensorFlow

Tools

Git Jenkins AWS Jira Confluence Docker CI/CD Terraform

📬 Find me at

Github Badge Linkedin Badge Gmail Badge

Manashree Patel's Projects

bank-term-deposit-prediction icon bank-term-deposit-prediction

A machine learning project that predicts whether individuals will subscribe to a bank term deposit based on a dataset with 45,000 records and 17 features.

chat-app icon chat-app

A real time chat application in Node.js built using Express, Mongoose and Socket.io that sends and shows messages to a recipient instantly without any page refresh.

ideainsight icon ideainsight

Developed a web application to provide a platform for users to share unique ideas and collaborate with other users to work on their ideas

packingpros icon packingpros

Designed a web application applying a modified Knapsack algorithm to optimize packing process

socialnetworkapp icon socialnetworkapp

This is a MERN stack application.Frontend is built using React-Redux and backend is made using Nodejs with MongoDB as database.

stresser icon stresser

A website integrated with Personality prediction using K- means clustering with accuracy more than 80% where user can test DAS (Depression Anxiety Stress), book an appointment and chat with a specialist

weather-update icon weather-update

A weather app built using node.js to fetch current location weather-updates

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