Projects
My Website
Jan 2024 - Present
- Personal portfolio and blog website.
- Build using HTML, CSS, Ruby, Jekyll, and hosted using GitHub Pages.
Website - iamnishantrao.com
Code Foo
May 2022 - Jun 2022
A backend project which reads the content of the CSV sample file, stores them into a SQL database and then this data can be accessed in different ways using endpoints.
Skills: Java · REST APIs · SQL · Maven · Software Design
GitHub - Code Foo
PPE Detection Using AWS Cloud Services
Feb 2022 - May 2022
- Built a robust and scalable system to detect whether a person is wearing a mask or gloves in a video, leveraging AWS autoscaling group and multiple availability zones. The resulting images were displayed on an Angular web application.
- Utilized various AWS cloud services including S3, RDS, SQS, Lambda, Fargate, Amazon ALB, CloudWatch, and Rekognition.
Skills: Java · Spring Boot · Amazon Web Services (AWS) · AWS S3 · AWS RDS · Python · JavaScript · Amazon EC2 · Docker
Classification of Chest X-Ray
Sep 2021 - Dec 2021
Chest X-Ray classification using classic machine learning (SVM) and Convolutional Neural Networks (CNN)
- Built CNN binary classifier model using Keras for deep learning to classify chest X-Ray images for Pneumonia, achieving accuracy of 89.9%, leveraged VGG16 model for transfer learning attaining accuracy of 87.5%.
- Refined model by implementing data augmentation, adding batch normalization and dropout layers to avoid overfitting.
Skills: Machine Learning · Python · Keras · NumPy · Pandas · Convolutional Neural Networks (CNN)
GitHub - Classification of Chest X-Ray
GitHub Dashboard
Sep 2018 - Oct 2018
- Developed a comprehensive dashboard application for GitHub repositories using C#, TypeScript, and HTML/CSS.
- Implemented both frontend and backend components to ensure seamless functionality and user experience.
- Designed a user-friendly interface with HTML and CSS, enhancing user interaction and accessibility.
- Integrated various API services to provide real-time data updates and interactive dashboard features.
- Applied best practices in full-stack development to ensure code quality and maintainability.
GitHub - GitHub Dashboard
Face Detection and Recognition using OpenCV on Raspberry Pi
Jul 2017 - Dec 2017
- Designed a system to capture an image of an individual upon user input to the capacitive touch sensor, scans the predefined system database, and displays the name of the individual on the OLED display
- Utilised computer vision using the OpenCV library in Python integrated with the Raspbian operating system
- Facial recognition using Haar Cascade Classifier and Face Recognition using LBPH algorithm.
Skills: Python · Bash · Linux · Raspberry Pi · OpenCV
GitHub - Face Detection and Recognition using OpenCV on Raspberry Pi
Keep Close
Oct 2017 - Nov 2017
An iOS application build using Swift 3 and Core Location API.
- Designed iOS application using Swift 3, utilizing Bluetooth Low Energy beacons to keep track of personal items and prevent theft in public locations.
- Leveraged Core Location API of iOS to track proximity of Bluetooth beacon attached to luggage.
Skills: Swift · iOS Development · CocoaPods
GitHub - Keep Close
Socio Net
Sep 2017 - Oct 2017
A social network iOS application build using Swift 3 and Firebase.
- Developed an iOS social networking application using Swift.
- Implemented core functionality including user profiles, posts, and comments.
- Utilized CocoaPods to manage third-party dependencies, enhancing app capabilities.
- Designed custom UI components and views to create a seamless user experience.
- Managed app lifecycle events and scene configurations using AppDelegate and SceneDelegate.
- Applied MVC architecture for efficient code organization and maintainability.
Skills: Swift · iOS Development · Firebase · MVC
GitHub - Socio Net
Pokedex
Jul 2017 - Aug 2017
- Developed an iOS application using Swift to list and detail all Pokémon.
- Implemented a user-friendly interface with detailed information on each Pokémon.
- Utilized CocoaPods for managing third-party dependencies.
- Followed best practices in iOS development, including the use of Xcode and Swift 3.0.
- Designed and implemented a searchable database of Pokémon, enhancing user experience.
- Integrated API services to fetch and display real-time data on Pokémon.
- Demonstrated expertise in mobile application development and UI design.
Skills: Swift · iOS Development
GitHub - Pokedex