I have led various 0 to 1 projects in collaboration with amazing talents in more than 15 countires. My focus has been mainly on Fintech and Robotics domains.
There is no silver bullet, however, currently Microservices architecture works great in most medium and large systems. The problem is, a lot of times, engineers misunderstand the concept of microservices. The purpose is to divide what does not belong together, to be able to deal with them separately, however, often engineers and architects fail to get this balance right. I have spent quite a lot of time reading, analyzing and practicing what works best for the platform we have been building Level01.io.
It never stops. I actively code in C#, C++, Node, Python, and I lead teams of programmers who code in younger languages like Solidity.
I am currently very much in love with Dockerized servies on Kubernetes and all that it comes with; Istio, etc.
I am familiar with linear, logistic and vectorized logistic regression. You can checkout my implementations from here.
I allocate most of my learning time to deep learning. I understand the mechanics of backprop and have made a number of POC projects working mostly with feedforward nets. Currently I am focusing on RNN, LSTM, averging the models and expert models.
I have challenged it with large datasets I generated by preprocessing google n-grams, and as a result, this code is produced. It is quite handy when data is large, messy or scattered physically.
Tensorflow, nltk, openCV
Robotics and AI to enable and empower. A short and simple vision "Enable & Empower". The startup is in its early stages. The first product of the company is called HŌMĀN (Autonomous Facade Cleaning Robot). Please visit "Autonopia's website for further updates and news about the project and the company. We will be able to release more details about the product in the near future.
Filling the gaps in the current market: Lack of transparency and intermediaries. Level01 platform enables traders to deal directly with one another with absolutely no intermediary involved in the trade. Trada happens between the users, directly from one's blockchain wallet to another. The trade is settled on the blockchain via smart contracts, so it is 100% transparent and fair. This experience is enriched with an AI backed fair pricing system which assists the traders in pricing their contracts based on the real-time market data which is not accessible to normal traders.
An interesting and challenging fusion of deep learning (lots of it), blockchain and high troughput services and engines is what Level01 is all about. Another amazing characteristic of this startup is that is being built by teams across 6 countries, in 3 different timezones and the work moves ahead smoothly, even better by taking advantage of the availability of the members over the clock. We worked really hard on cherry picking the members which yielded a small, but highly productive team.