Giter Site home page Giter Site logo

nikhilraj1997 / searching-efficient-models-for-human-activity-recognition Goto Github PK

View Code? Open in Web Editor NEW
0.0 3.0 0.0 25.04 MB

Searching Efficient Models for Human Activity Recognition

License: MIT License

Jupyter Notebook 100.00%
human-activity-recognition linear-discriminant-analysis smartphone-sensor-data

searching-efficient-models-for-human-activity-recognition's Introduction

Hey ๐Ÿ‘‹, I'm Nikhil Raj

github twitter linkedin instagram

Glad to see you here!

With a Master of Science in Computer Science from Lakehead University, I have developed a strong foundation in various programming languages, machine learning, data analysis, and data visualization techniques. I have also gained hands-on experience in image processing and data streaming/pipelines with Apache Kafka through my academic projects, such as image pre-processing for lung disease detection and safety sign detection with haptic feedback.

As a software engineer at Viral Nation, I have applied my skills and knowledge to lead and collaborate with teams of developers on innovative and impactful products. I have successfully reduced the turnaround time of VN Secure, a product for social media-based background checks, by 85% and increased the throughput by 60% by adapting the data streaming/pipeline architecture. I have also led the conversion of eight existing REST API-based analysis repositories to Kafka data streaming with image, video, and text-based ML models to perform multiple forms of content analyses. Furthermore, I have contributed to the development of a mobile application with Flutter, achieving a 50% reduction in bundle size and over 5000 users before the final launch.

I am passionate about creating solutions that leverage the power of data and machine learning to solve real-world problems and enhance user experiences. I am always eager to learn new technologies and tools, and to work with diverse and talented teams. I am looking for opportunities to further develop my skills and competencies, and to make a positive impact in the industry.


Rapidfire

  • ๐Ÿ”ญ Iโ€™m currently working on Viral Nation_Secure

  • ๐ŸŒฑ Iโ€™m currently learning Go, Apache Airflow and NeoVim

  • โ“ Ask me about anything related to MERN stack, Python, Machine Learning, Apache Kafka and related technologies

  • ๐Ÿ“ซ Reach me at [email protected]

  • โšก Fun fact: I am an avid gamer and would like to stream some day


Languages and Tools

React Bootstrap CSS3 HTML5 JavaScript Docker TypeScript MongoDB Python Express.js Kubernetes Flask Sass Git Node.js Keras Redux OpenCV Material UI Kafka Illustrator Django Go PostgreSQL TensorFlow LaTeX NextJS pytorch

Github Stats

nikhilraj1997

searching-efficient-models-for-human-activity-recognition's People

Contributors

alankritmishra avatar nikhilraj1997 avatar

Watchers

 avatar  avatar  avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.