I am a senior full stack developer who specializes in NLP, Recommendation engines, ML, NN and Blockchain. I am also experienced product and interaction designer who creates innovative applications by combining most relevant concepts
March 2019 - present
Project:
Football analytics platform for scouting players. Advanced models as similar players, player types clustering, player ELO, expected goals, and many more
Technologies:
FE in Angular 7
BE in Python, SQLAlchemy, Flask
Data transformation in PySpark, Parquet, DataBricks, Scala
Models in Numpy, Scikit-learn and Tensorflow
Visualizations in D3.js
Running on Azure
July 2019 - present
Online scientific and political discussion/inquiry forum employing facebook level algorithms to order content according to quality, relevance and interest.
Organized by inherent structure of wisdom - problems, solutions and arguments. Plus facts arranged in knowledge graphs.
Technologies:
React, Apollo, Python, Flask, Graphene, Neo4j, Next.js, Draft.js
May 2016 – Present
Projects:
Football analytics platform for scouting talent
Dating platform merging Reddit, Tinder and Facebook
Food ordering app focused on sharing delivery cost and optimizing delivery routes
Discussion platform optimized for public policy issues
City exploration app showing custom found stories about buildings and placessee less
August 2014 – Present
Projects:
Solving games like Pac-man, Sokoban, Risk
Generating quiz answer possibilities using GPT-2
Document similarity using BERT embeddings
API creating n-gram “topics” from articles about politicians to provide overview of the news (project “Our politicians” by Cesko Digital)
NLP stealth project analyzing sentiment analysis about particular qualities of a product
App recognizing difficult foreign language vocabulary from book/text - hackathon project
Platform for information extraction in Kotlin
Chatbot for virtual financial institution using GATE framework
Chatbot intent recognition using FastText
Cosine similarity based recommendation in SQL
Writing ETL SQL scripts, creating dashboards
Refactoring current warehouse for 8 eshops in E-Commerce Holding
Frameworks:
Solr, WordNet, FastText, GATE, Morphodita, Spacy
Cheerio, Beautiful Soup, NLTK, TextBlob, Tensorflow, Keras
Keboola, GoodData, Qlikview
Kotlinsee less
August 2014 – Present
Projects:
React Native mobile app for NGO Rekonstrukce statu
Sample selection from population algorithm for sociology research
Typo correction tool for large questionaire evaluation
eGovernment project for Czech Ministry of the Interior in Java, MyBatis, Angular
Frontend lead at key digitalization project in traditional Czech bank
Fintech startup website in React with server-side rendering using next.js
IT Strategy for city of Prague prepared for municipal elections
Mobile platform for discovering a city by local stories
Digital agency website in Angular
P2P lending project process analysis
Browser plugin MindBrella for analyzing facebook profiles, pages and groups for desinformation content
Sales gamification mobile app in Ionic for parcel logistics company
System for publishing public contract offerings for the state in Java
Technologies:
Angular, React, Python, Java, Go, Node.js, Swift, Express, Bootstrap, Flask, Django, Spring, Next.js
React Native, Apollo, GraphQL, Ionic
MongoDB, Firebase, MySQL, Sequelize, Mongoose, PyMongo, Neo4j
September 2018 - present
Browser extension creating a foreign language text book out of any text website. Personalized choice of sentences to be translated based on your level. Automatically created vocabulary with context where you saw the word. Complex vocabulary enrichment based on synonyms and topics.
Technologies:
Angular, Python
Chrome and Firefox extension
Recommendation engine
Spacy, FastText, WordNet
Various Dictionaries and Corpuses
October 2016 - May 2018
Technologies:
Java and Javascript
Angular, Node.js, Express, Spring, JSP, Bootstrap, JavaFX, Python
MySQL, Sequelize
Google Analytics
Bot framework, QnAMaker, Table storage, Azure AD, GoodAI Chatbot, Graph API
Ethereum Blockchain, Solidity, Truffle
Projects:
Codebook management system RDS in Java and Angular
Preapproved loans lending system Impresto in Angular
Blockchain demo project for connected car data management
Several chatbots in Bot framework and Node.js, using MSFT Graph API
June 2013 - August 2014
Providing governance over the transition of IT applications and infrastructure during merger with T-Systems
Consolidating requirements and breaking down issues/risks
Active problem solving together with specialized solution teams
Reporting on progress to management, Unified communication to end users
September 2012 - December 2012
Development of dashboards in Qlikview
Data visualization, Information management
SQL, Qlikview
June 2011
Strategy case competition for startup accelerator
Co-developed the winning project
Market analysis, Positioning, Customer segmentation
Strategy, Marketing campaign
Achievements
- Won the case competition
November 2007 - January 2009
Yearly film festival of student films
Member of team, which developed winning strategy for 2008
Responsible for Budgeting, Accounting
Participating on Fundraising, Contracting, Bartering
Collective achievements:
- Fundraised record budget in comparison to previous years
- The festival was sold out every day
- We received widespread positive echo in the media
2010 -2013
Rank among 3% of best students
2011 - 2012
2006 - 2009