Artificial Intelligence Research and Consulting Lab

Demo of LLMs 2024

  • An AI pizza order-taker
    This was built by Arvind Singh Gulati as a demo of multi-agent collaboration in task-oriented dialog (a la Autogen).

    Please note that Aiaioo Labs is no longer active, but we still build things like this for fun.

    Stay hungry, stay foolish.
    View Demo

Our Former Consulting Areas

  • Natural Language Processing
    We study human languages and try to get computers to understand them.
  • Machine Learning
    We develop machine learning algorithms for deep learning and text processing.
  • Computer Vision
    We also work on applications of deep learning to computer vision and OCR problems.

Projects

  • Deep Learning Chatbots
    Chatbots that learn to converse merely by looking at examples of conversations.
  • Information Extraction
    Extracting information of interest from complex documents usably.
  • Image Processing
    Extraction of information from noisy images.
  • Translation / Localization
    On the fly translations for online sellers across Japanese, Chinese and English.
  • Recommendation
    A smart menu capable of recommending food items to diners at a restaurant.
  • Fraud Detection
    Graph analysis of telecom networks to detect and prevent phone call fraud.

Algorithms We've Invented

  • Bayesian Deep Learning
    Algorithm for deep learning (and learning arbitrary functions) that is not based on neural networks.
    Read
  • Perplexed Bayes Classifier
    The Perplexed Bayes classifier has the same accuracy as a Naive Bayes Classifier but calibrated posterior probabilities.
    Read
  • Extended CSRs
    Extension of Bing Liu's class sequential rules (CSRs) to N-gram units which is more powerful than unigram CSRs.
    Read

Technologies

  • Intention Analysis
    Identify the intentions (to buy, inquire or complain) in social media messages.
  • Sentiment Analysis
    Identify whether someone takes a positive, negative or neutral view of something.
  • Language Detection
    Detect the human language that a document has been written in.

Open Source Contributions

  • OpenNLP
    OpenNLP uses our implementation of the Naive Bayes classifier.
    Read
  • Arduino in Hindi
    Program Arduino kits in Indian languages (Hindi, Kannada or Tamil).
    Read
  • Syntaxless Programming
    Program a computer by instructing it in a plain human language.
Hindi Arduino Kannada Arduino Tamil Arduino

Teaching Resources

Our Publications  Read our Blog 

E-mail:

Sales: sales@aiaioo.com

Phone and Skype:

91-77605-80015, 91-80-41250730, aiaioo.labs on Skype

Office Address 1:

65/D, MZ House, Millers Road, Benson Town

Bangalore - 560046, Karnataka, India.

Office Address 2:

253, 1st Cross, 2nd Block, Banashankari, 3rd Stage, 3rd Phase,

Bangalore - 560085, Karnataka, India.

Artificial Intelligence

There's nothing artificial about it.


Tutorial

  1. Tutorial on Intention Analysis

Whitepapers

  1. On lead generation for sales using intention analysis.
  2. On customer service using intention analysis.
  3. On 360 degree text analytics.

Demonstrations

  1. Intention analysis in English
  2. Sentiment analysis in English, French, Spanish, Chinese, Indonesian and more.

Research Publications

  1. Paper on Natural Language Programming presented at IJCNLP 2011 and the Slides.

Social Media

  1. Google+

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