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Clarity

Jakub Bares

Prague

I am a senior digital strategy and software engineering consultant who specializes in graph algorithms, NLP, GNN, ML, DL, blockchain as well as full stack development.
I am involved in several educational startups as founder or tech lead.
I have more than two dozens projects under my belt including chatbots, text generation, word embeddings based apps, predictive ML, web portals, mobile apps or graph database APIs
As CTO of 11Hacks I lead a team of data scientists and developers while hacking football.
I am also experienced product and interaction designer who creates innovative applications by combining most relevant concepts
My MBTI personality type is INTJ-A = Architect (Mastermind)

$2.00/min

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Technology Based Startup Strategy

Unfair advantage of a startup comes mainly from its technology. I have more than two dozens projects under my belt leading AI and software development teams as CTO, Tech Lead or Lead Developer.
I know how shape a digital product from the tech point of view, how to define its key benefits for the user and its technological architecture from the highest to the lowest level of abstraction.
My knowledge ranges from chatbots, word embeddings based taggers or classifiers to graph neural networks in the AI domain, and from web apps in Angular, mobile apps in React Native, to graph database APIs using GraphQL in the software domain

Natural Language Processing & Graphs

NLP is about extracting data out of text. I have been developing chatbots, text generation tools, word embeddings based apps, predictive models for the last 7 years.
My current focus is on generating knowledge graphs out of text and using them for example to trade stock

Big Data Transformation and Analysis

Big data is increasing in volume, velocity, variety, veracity and thus also value. I have more than a dozen projects under my belt working with large data pools and extracting value out of them. I can shape the data strategy and advise on the best technological stack as well as algorithms to deal with the given datasets
I highly advise to use Spark as the main library for data analysis

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Member since January 2021