How to re-initialize Keras model weights
Learn two nifty ways of re-initializing keras weights: saving weights to a file and retriggering the initializer.
Nitin Surya
ABOUT ME
Machine learning / Web developer
Machine learning / Web developer
Completed Masters in Computer Science at UIC with emphasis on Artificial Intelligence and Machine Learning on 2016. Worked as a Full stack developer at Zomato and Josh Technology group developing web applications. Completed B.Tech in Computer Science from VIT in 2013.
English
Pacific Time (US & Canada) (-07:00)
Joined November 2017
EXPERTISE
1 year experience
Completed Masters in CS from UIC with focus in Machine Learning and Artificial Intelligence.
Using Scikit-Learn, developed a review spam...
Completed Masters in CS from UIC with focus in Machine Learning and Artificial Intelligence.
Using Scikit-Learn, developed a review spam filtering for zomato reviews. Techniques used: TF-IDF, K-Means
Developed a recommendation system using Wide and Deep model architecture with Tensorflow(Python).
3 years experience
Developed a B2B product for a fortune 500 automobile company using Ruby on Rails framework, and AngularJS.
Was part of core Web developm...
Developed a B2B product for a fortune 500 automobile company using Ruby on Rails framework, and AngularJS.
Was part of core Web development team at Zomato. Tech: Lamp stack.
SOCIAL PRESENCE
EMPLOYMENTS
Machine Learning Intern
Zomato
2017-09-01-2017-11-01
Created a prototype recommendation system using Wide and Deep Neural Network model, which showed promising results on preliminary tests i...
Created a prototype recommendation system using Wide and Deep Neural Network model, which showed promising results on preliminary tests in comparison to the models currently used.
The model was developed using Tensorflow, Numpy, Python. Integrated many key features and components to the Data pipeline for the Machine learning models.
Python
Flask
Linux
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Python
Flask
Linux
TensorFlow
Keras
Luigi
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Research Intern
University of Illinois
2017-03-01-2017-07-01
Developed a Neural Networks model to find patterns in cellular internet traffic and anticipate future data usage.
Developed a Neural Networks model to find patterns in cellular internet traffic and anticipate future data usage.
Python
NumPy
Machine Learning
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Python
NumPy
Machine Learning
Keras
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Graduate Assistant
University of Illinois
2016-09-01-2016-12-01
- Using AngularJS, D3.js, HTML/CSS3, jQuery and with UI inspired from Material Design by google, built the http://mnftl.lab.uic.edu/ webs...
- Using AngularJS, D3.js, HTML/CSS3, jQuery and with UI inspired from Material Design by google, built the http://mnftl.lab.uic.edu/ website that help showcase the department's achievements and current projects.
- Working on web content development for The Institute for Policy and Civic Engagement at UIC using HTML, CSS, and JavaScript. (www.ipce.uic.edu) - Developed and maintained large scale responsive website compatible for both desktop and mobile browsers.
HTML/CSS
Angular
D3.js
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HTML/CSS
Angular
D3.js
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PROJECTS
Aspect based sentiment analysis
2017
Developed a model to predict aspects of a sentence entirely using a Neural network model and no syntactic rules. Worked on "SemEval-2015 ...
Developed a model to predict aspects of a sentence entirely using a Neural network model and no syntactic rules. Worked on "SemEval-2015 Task 12 restaurant’s dataset", and was able to get 0.60 f1-score on test set.
Machine Learning
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Machine Learning
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Smart Dish AdvisorView Project
2016
Based on the ingredients available, and the time
constraint(if mentioned), suggests a dish that
can be prepared. Implemented in JESS.
Based on the ingredients available, and the time
constraint(if mentioned), suggests a dish that
can be prepared. Implemented in JESS.
Jess
AI (artificial intelligence)
Jess
AI (artificial intelligence)