Giter Club home page Giter Club logo

project-trash's Introduction

Hey there!


👨‍💻 About Me :

I am a developer that enjoys brainstorming and attempting to solve problems in many varieties of fields.

  • Study : Master's in Computer Science @ ASU
  • Work : Currently looking for full-time roles.
  • Area : Augmented Reality, Virtual Reality, Mixed/Extended Reality, Game Developement, Machine Learning, Artificial Intelligence, Computer Vision, UI/UX, Data Visualization, Full-stack(intermediate)

🛠️ Languages and Tools :

  • Programming Language -----> C, C++, C#, Python, HTML, CSS, JavaScript, SQL
  • Developer Tools -----> Git, VS Code, Unity3D, Blender, SketchUp, AxureRP
  • SDKs -----> WebXR, Vuforia, ARKit, ARCore, Wikitude, OpenXR, AR.js, Three.js, OpenGL
  • Libraries -----> TensorFlow, Keras, PyTorch, Scikit-learn, Matplotlib, Pandas, NumPy, OpenCV, OCR, YOLOv3
  • Hardware -----> Meta Quest2, Meta Quest Pro, Pico Neo 3, Varjo XR-3, Microsoft Hololense, Raspberry Pi, Arduino

✨ Personal Projects :

  • Virtual Piano : Play piano from any plane surface using Mediapipe Hand tracking system.
  • Stellar Variability Investigation in VR : NASA - TESS data investigation in VR for Exoplanet discover + Stellar Variability.
  • Breast Cancer Detection : Brease cancer detection and visualization.
  • BrainNet : Android application to solve the issue of biometric liveness detection from an EEG dataset.
  • EMNIST Evaluation : Variants in the Extended MNIST dataset were subjected to in-depth analysis. I was able to achieve comparable accuracy to state-of-the-art models using a simple Conv2D CNN model and precise hyperparameter tuning.
  • Depression Detection using Sentiment Analysis of social media : Formulated a machine learning model to analyse thousands of Twitter tweets, to predict people’s sentiment by the correlation between emotions and specific linguistic features.
  • Best Buy : Visualise commercial product data in AR on product by scanning barcode.
  • Project Trash : Built a CNN model (Resnet101 variant) for garbage classification and volume estimation. Also accurately mapped and visualized data using heat maps. Citizens can provide an image dataset, later used by local municipalities.
  • ShopAR : Try apparels on your 3D model(using single picture) before buying online in Augmented Reality.
  • AR Assist : Augmented reality training program for manufacturing products.
  • ProHelm : Smart biker's helmet with XR (Extended Reality) System for visual assistance in navigation(HUD). Extended augmented reality-based display effects were achieved by reflecting a mini projector onto the translucent helmet visor at a certain angle. Results provide a hands-free and distraction less biking experience.
  • MUnix : Mobile + UNIX = MUNIX is a featured phone interface build on a UNIX system using command and Perl scripting for implementing various features of the phone.

✨ Other Projects :

  • Bi Direction Search - PacMan : Bi-Direction Search, DFS, BFS, UCS and A-Star implementation for Pacman game.
  • Image Retrival System : Developed an image retrieval system. Color Moments, LBP, and HOG are examples of implemented feature extraction methods. Then, using techniques like PCA, LDA, SVD, and K-means, reduce the dimensionality to the top K features. Decision Tree, SVM, and Personalised PageRank classifiers were used to classify the data.

project-trash's People

Contributors

prakhar-bhartiya avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.