About me
Portfolio
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Talks
Blog
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Resume (CV)
If you want me to speak at your event just write me an email.
Public
Email Image Spam Classification based on ResNet Convolutional Neural Network
[cs]
02/27/2020
ML
Spam detection
Image processing
CNN (ResNet)
Event: ICISSP 2020 - acadedemic conference (Valletta, Malta)
slides
SCIF LaaS
[cs]
11/27/2019
DevOps
LaaS
Elastiseach
Loki
SCIF
Event: 5th #DevopsPilsen (U Salzmannů Restaurant, Pražská 8, Pilsen)
slides
Machine Learning Pipelines
[cs]
09/03/2019
ML
Email.cz
Tensorflow
Event: Moving Fast - Jak zvládnout přirozenou inteligencí tu umělou (Cineport Ostrava, Moravská Ostrava 3369, Moravská Ostrava a Přívoz)
slides
Practical machine learning: from linear models to neural networks
[cs]
03/15/2018
ML
NN
text classification
Event: (Vysoká škola polytechnická Jihlava, Tolstého 16 Jihlava)
slides
Image classification using Tensorflow
[cs]
02/28/2018
ML
CNN
Tensorflow
Event: TechHeaven: Umělá inteligence v praxi (DEPO2015, Presslova 14, 30100 Plzen, Czech Republic)
slides
Email Image Spam Classification based on ResNet Convolutional Neural Network
[en]
02/05/2018
ML
CNN
Spam
Event: Computer Vision Winter Workshop 2018 (Český Krumlov Castle, Czech Republic)
slides
Cryptocurrency Trading Algorithm [en]
11/05/2017
ML
Elasticsearch
Trading
Event: Devfest 2017 (Czech University of Life Sciences Prague, Kamýcká 129, 165 00 Praha 6 - Suchdol)
slides
Docker for Machine Learning [cs]
12/05/2016
ML
Image processing
Keras
Event: Devfest 2016 (Presslova 14, Pilsen, Czech Republic)
video
ML used for Antispam at Email.cz [en]
04/24/2016
ML
Image processing
IPython
Event: Machine Learning Prague 2016 (MSD IT, Riverview Building, Svornosti 3321/2)
slides
Aerospike - fast and furious
[cs]
12/09/2015
Aerospike
Event: BIGDATA A DATABÁZOVÉ SYSTÉMY V SEZNAM.CZ (Impact Hub Brno, Cyrilská 7)
Developer + home = smart home [cs]
11/21/2015
IOT
Arduino
ELK
Event: Devfest 2015 (Nová Aula - Vysoká škola báňská - TUO)
video
Non-public
Scif.cz conference - Internal conference organizer, moderator and speaker
9.2.2021 LaaS News
slides
9.2.2021 ESaaS News
slides
3.6.2020 LaaS TIER2
slides
30.5.2019 LaaS
slides
30.5.2019 Sharing Ansible roles
slides
Scif.cz IAC Workshop (Ansible, Terraform)
2[1,2].1.2020 Provisioning (SCIF) infrastructure
slides
Email.cz Reading Group (internal Email.cz talks about academic papers - creator, organizer, speaker)
13.2.2020 ML fairness
slides
13.2.2020 webserver benchmarking
slides
5.12.2019 Loki - LaaS TIER2
slides
31.10.2019 systemd
slides
11.7.2019 IaC - terraform
slides
6.6.2019 Cache - TinyLFU
slides
2.5.2019 Grafana
slides
14.2.2019 dataset versioning
slides
6.12.2018 Episodic Curiosity through Reachability
slides
8.11.2018 SRE Book highlights part2
slides
11.10.2018, 25.10.2018 SRE Book highlights
slides
6.9.2018 A Real-time Framework for Detecting Efficiency Regressions in a Globally Distributed Codebase
slides
16.8.2018 Deep Learning: A Critical Appraisal
slides
9.8.2018 PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection
slides
14.6.2018, 21.6.2018 dependency magagement + package managers
slides
17.5.2018 Google IO 2018
slides
17.5.2018 Navigating with grid-like representations in artificial agents
slides
5.4.2018 Prometheus 2
slides
8.3.2018 How GANs work
slides
15.2.2018 The Case for Learned Index Structures
slides
12.2.2018 Scli
slides
4.1.2018 Neural Networks basics
demo and slides
16.11.2017 Capsule networks
slides
26.10.2017 AlphaGo Zero
slides
12.10.2017 Blockchain & Bitcoin
slides
21.9.2017 Variational Deep Semantic Hashing for Text Documents
slides
14.9.2017 Kubenretes, Docker
20.7.2017 Gradient descent
slides
22.6.2017 Spanner, CockroachDB
slides
1.6.2017 OCR, Google IO
slides
6.4.2017 Syntaxnet
slides
23.3.2017 Attacking machine learning with adversarial examples
slides
9.3.2017 WaveNet
slides
23.2.2017 Machine translation
slides
9.2.2017 Deep Reinforcement Learning
slides
26.1.2017 Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks
slides
19.1.2017 Reading Text in the Wild with Convolutional Neural Networks
slides
Seznam.cz Research Mountains
13.1.2018 Goods: Organizing Datasets
slides
Won the Best Presentation Award (Out of 21 presentations)
Seznam.cz Fulltext reading group
Regular attendee
Papers are shortly presented (2 min), 2 best papers are presented next time by a longer presentation (15 min)
Presentation
27.9.2017 Attention Is All You Need -
slides
27.6.2017 Neural Architecture Search With Reinforcement Learning
slides
14.3.2017 Overcoming catastrophic forgetting in neural networks -
slides
FEE CTU reading group
Regular attendee
Students presenting some famous papers
http://cmp.felk.cvut.cz/~toliageo/rg/index.html
Presentation
22.8.2017 A Scalable Hierarchical Distributed Language Model -
slides
ECMLPKDD (personal experience conference summary)
slides
Convolutional Neural Nets - FEL CTU
University lecture presentation
21.5.2016 Intro to Deep Convolutional Networks
slides
MLPrague 2017 (conference summary)
27.4.2017
Summary
Aerospike for administrators - Seznam.cz
27.1.2016
slides