Ella Brichová
Back End Developer DevOps ML Engineer at Czech Institute of Informatics, Robotics and Cybernetics
Prague, Czechia
Summary
👤
Senior🎓
Top SchoolElla Brichová is a Back End Developer, DevOps, and ML Engineer with 9 years of experience, currently building RAG systems and production infrastructure at the Czech Institute of Informatics, Robotics and Cybernetics. She holds a Master's in Robotics from Czech Technical University and combines deep academic grounding with practical work in question answering, language modeling, and web scraping. Her career spans conversational AI and NLP roles across startups and research groups, and she transitioned into RAG-focused engineering after a foundation in multi-UAV multi-robot systems. Skilled across backend, DevOps, and ML stacks, she bridges model development and deployable systems to deliver robust, scalable QA solutions. Notably, her background in robotics gives her a systems-oriented perspective on orchestration and real-world data collection that informs her AI pipelines. Based in Prague, she blends research rigor with hands-on engineering to move NLP prototypes into production.
9 years of coding experience
8 years of employment as a software developer
Master's degree, Mechatronics, Robotics, and Automation Engineering, Master's degree, Mechatronics, Robotics, and Automation Engineering at Faculty of Electrical Engineering, Czech Technical University in Prague
Czech, English, German
Github Skills (70)
nlp9
sentence9
glove9
word2vec8
python8
fairness-ml8
fasttext8
cython8
arabic-nlp8
sentence-similarity8
turkish8
language-processing8
similarity8
named-entity-recognition8
gensim8
Programming languages (4)
Github contributions (5)
Tiriar/intent-reco
May 2018 - Dec 2020
Template-based intent recognition system built on word embedding models.
Contributions:3 PRs, 26 pushes, 1 branch in 2 years 7 months
nlpintent-baseddeep-learningrecognitionmachine-learning
Tiriar/InferSent
Aug 2018 - Sep 2018
Sentence embeddings (InferSent) and training code for NLI.
Contributions:3 pushes in 27 days
nlpsentencenliseq2seqembeddings
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