Every machine learning project starts with data annotation, I developed a Telegram bot platform for annotating classification tasks and made it available for free.
Nice to meet you !
"Wealth of information creates poverty of attention" (Herbert Simon)
Today's technology made it easy to gather information from both our virtual and physical environment.
I believe that abundance of data can be a mixed blessing and need to be handled with care.
My expertise is developing tools for Big Data, extracting insights, and building mechanisms for long-term data enrichment.
These are the services I provide
AI algorithms can be a powerful tool for user enhancement and data mining. I believe that the combination of psychological methods and artificial intelligence is the next stage in UX.
I believe that today, when everyone carries a high-res camera everywhere, image processing is the future. We specialize in gesture recognition, machine learning, identification and classification.
Good science is revealing insights that are accurate, statistically significant, and can be replicated. Validating the results is as important as coming up with the hypothesis in the first place.
The term "Big Data" has it's dark side, supporting large amounts of data in an accessible matter is a complex task. This is especially hard if online analysis is required.
The majority of internet content is text, I specialize in large scale text classification, clustering and suggestion.
I specialize in rapid development, and fast proof of concepts. a "Just Do It" attitude, and fast delivery.
Have a look at the things I worked upon
Code for fun
In my continuous effort to make Bayesian statistics as accessible as possible, I've implemented a PyPi package to support conjugate prior models.
Generates Unit tests automatically from an existing legacy code php project, without the need of a programmer. The magic happens by scanning the php code and recording live inputs from the website, then replaying them at the function level.
Using ipython notebooks to illustrate mathematical concepts for those who feel more confident in their coding skills that their mathematical skills. Among the subjects: probability, Monte Carlo, integrals, derivatives and more !