Artificial Intelligence Expert
With 18 years of experiences in designing and implementing technology pipelines;
I use the following technologies, code, libraries and API’s as building blocks to create innovative and competitive intelligent systems. This with a core focus on using the competitive advantage of current available Deep Learning Solutions and Technologies
I currently can deal with the following type of data: Image(object recognition), sound(speech recognition), text(Natural language)
Building the appropriate dataset both for training and test
Selecting the best code library for your need
Choosing the best hardware or cloud solution for deep learning.
Benchmark and performance
Algorithm implementation from paper
Development Stage and Deployment Stage
Feature Extraction, Classification and Regression
Libraries: Torch, Pylearn2, Caffe, R Deepnet, Theano, Skymind(Deeplearning4j), Deepmind (DeepQLearner), Nervana System(Neon), Nvidia CuDNN(Digit), KALDI
Deep Neural Network (DNN), Convolutional Neural Network (CNN) , Recurrent Neural Network (RNN), Restricted Boltzmann Machines (RBM)
Machine Learning & Expert System: R, Mahout, Scikit Learn, MLlib, IBM Watson API, Amazon Machine Learning, IBM Watson, Google Causal Impact.
Natural Language Processing: Tokenization, Named Entity Recognition, n-gram, semantic parsing, Regex, NLTK, OpenNLP
Knowledge Representation & Semantic web: Dbpedia, Dbpedia Spotlight, conceptnet5, Entity Linking, Knowledge Graph
Big Data & Cloud Infrastructure: Managing big data flow, database management and cloud services. Accustomed with twitter API and large data set handling. From infrastructure construction to management.
Languages, libraries & tools: Solr, Hadoop, Amazon AWS, Google API’s, Reuters Data Providing, Datasift, Heroku, Couchdb, mysql, Cassandra, Spark, Hbase.
Data Mining & Data Analytics: Web Scraping, Open Source Intelligence (OSINT), data feed integration. Information Flow Analysis, Using data mining to provide meaning to strategic Intelligence
Languages, libraries & tools: curl, regex, wget, nokogiri, Ruby GSL, scrapy, R