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Name: Ayush Gupta
Type: User
Bio: Machine Learning Engineer/Data Scientist positions as aim. Programmer in Python, C++, Java, JavaScript. Post Graduate @ HKUST. Mathematician+Programmer.
Location: Hong Kong
Name: Ayush Gupta
Type: User
Bio: Machine Learning Engineer/Data Scientist positions as aim. Programmer in Python, C++, Java, JavaScript. Post Graduate @ HKUST. Mathematician+Programmer.
Location: Hong Kong
A curated list of deep learning resources for computer vision
A brief Portfolio about me as a prospective Data Scientist/Machine Learning Engineer
- Image classification using Deep learning. - Utilizing both frequency and pixel domain information of images. - Implemented MVNN model from a research paper published in 2019 IEEE ICDM. Achieved comparable accuracy to the original model. - Compared with several deep learning models: Pre-trained (VGG-16, VGG-19) and our own implementations of CNN based models (with different number of layers) - Research project utilized as a part of a course: COMP 5331 - Knowledge Discovery in Databases, from HKUST (The Hong Kong University of Science and Technology). - Referenced paper (for MVNN model) - P. Qi, J. Cao, T. Yang, J. Guo, and J. Li. Exploiting multi-domain visual information for fake news detection. In 2019 IEEE International Conference on Data Mining (ICDM), pages 518–527, 2019.
Experimenting with different computer vision techniques
Forked - A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
Course: Deep Learning
Practicing my Deep learning skills - and improving them
A Game using MIPS Assembly Programming Language: Ninja Survival Game (Completed by June'19)
Implementing various concepts in programming - To improve my understanding and skills
Game - Ghosts and Treasures in Space, using Greenfoot graphics for Java Programming (Completed by August'18)
Practicing Coding questions from Google Kickstart Competitions - concepts of Algorithms and Data Structures
Gradient Descent for Linear Regression (Completed by Oct'19)
Harry Potter vs The Army of Voldemort Game - created using turtle graphics in Python, music added using pygame (Completed by Dec'17)
Interactive Widgets for the Jupyter Notebook
Learning Vis Tools: Tutorial materials for Data Visualization course at HKUST
Machine Learning applied in the field of Natural Language Processing (Completed by Dec'18)
My MPhil Thesis Published at HKUST: Monitoring Food Waste in Restaurants Using Computer Vision and Data Visualization
Capstone Research Project - A Computational Comparison of Sorting Algorithms (License: Creative Commons Attribution Share Alike 4.0 International: https://choosealicense.com/licenses/cc-by-sa-4.0/#) (Completed by Dec'18, then modified a bit))
Spotify Song Ranking Analysis and Spotify Songs Audio Features Analysis (Completed by June'19) - Team project during Data Visualization Course at The Hong Kong University of Science and Technology (HKUST).
Python notebooks for exercises covered in Stanford statlearning class (where exercises were in R).
For a project on Spotify Songs Ranking Dataset and Spotify Audio Features Dataset on Kaggle
Data Visualization, using HTML, CSS and JavaScript (including libraries) - of Kaggle 2020 Data Science Survey.
Practicing Web Development skills
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.