Serhii Skoromets

ML

ML as a Trader. Phase One - my PoC for beginners

Our target is to create/use/remake and train an ML algorithm, which sees* the last 2 hours' specific Stock behavior and gives us a prediction of where the trend will go for the next 15 minutes.

Jul 6, 2022 6 min read

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R&D Experiments

Comment Classification Using BERT (multi-language) Fine-Tuning (tf 2.0 + keras + BERT layer)

The ElifTech team keeps exploring and experimenting with software development tools, technologies and approaches. This time, we were experimenting with BERT, using a micro dataset.

Jun 18, 2020 5 min read

R&D Experiments

Using Deep Learning on Text Multi-Labeling and Small Dataset

ElifTech keeps exploring and experimenting with software development tools, technologies and approaches. This time, our task was connected with deep learning and text labeling.

Apr 22, 2020 6 min read

R&D Experiments

Kaggle Datasets in an LSTM Network: Making Data Usable for Prescriptive Analytics

ElifTech keeps exploring and experimenting with software development tools, technologies and approaches. Recently, we’ve experimented with Big Data predictive analytics.

Jan 27, 2020 7 min read

Tech Guide

How to Build a Conversational Chatbot and Avoid If/Else Statements

We challenged ourselves to create a bot that would understand and manage the context of conversation. Since the bot “state management” and if/else conditions are the things from the past, we looked for a perfect, up-to-date tool to fit our needs.

Oct 9, 2018 9 min read

Serhii Skoromets

ML

ML as a Trader. Phase One - my PoC for beginners

R&D Experiments

Comment Classification Using BERT (multi-language) Fine-Tuning (tf 2.0 + keras + BERT layer)

R&D Experiments

Using Deep Learning on Text Multi-Labeling and Small Dataset

R&D Experiments

Kaggle Datasets in an LSTM Network: Making Data Usable for Prescriptive Analytics

Tech Guide

How to Build a Conversational Chatbot and Avoid If/Else Statements

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