13/12/2021
It is our utmost pleasure to have Stojancho Tudjarski.
Stojancho Tudjarski is Senior Data Science Consultant | Senior Software Engineer Consultant at Megantic, for joining us at the Worldwide Online Interactive Conference - War for Talent โ Recruitment in the IT Sector - 14th and 15th of December, 2021.
He works on Artificial Intelligence, Deep Learning, Data Science and Machine Learning.๐ฏ๐
Looking forward to his presentation on: ๐Will artificial intelligence replace man as an employee in the IT industry?
Stojancho Tudjarski is in love with math and computers, addicted to AI. 27 years professionally in IT, the last 11 of them dedicated to Machine Learning and AI exclusively. From the very beginning, I was gripped by the deep learning wave in AI, witnessing the benefits of CNNs and RNNs, followed by GANs, and finally, the Transformers. The last two years mainly focused on NLP and NLG with BERT and GPT-2 language models. Elaborated BERT and fine-tuning to downstream tasks, then switched to fine-tuning GPT-2 and writing style transfer implementations. Fine-tuned it with Shakespeare's writings by training a neural network capable of automatically generating poetry in his style. Moved forward with mixing writing styles: Shakespeare's poetry and the scientific one caught by the medical experts writing about Covid-10. Result: a neural network capable of generating texts about Covid-19 with the preserved context in Shakespeare's style. A lot of autogenerated writings are reachable at https://lnkd.in/eQ7d-mxG, among other implemented writing style transfers. Moved to the neighbourhood languages and trained BERT and GPT-2 models on all Balkan's languages from scratch, for the first time; models available at https://lnkd.in/eE45qSX6 for free download and usage. Beyond NLP, NLG, and chatbots, I spent a significant amount of time on the use-cases of AI in fintech, especially in time series and financial portfolio optimisations, and in analysing ECG readings and building ML models for triggering incoming heart attack alerts, in real-time. In my free time, I constantly monitor the latest news in the AI area and blogging about some of them at https://striki.ai.
Megantic is an eCommerce Organic Search agency operating in Australia and United Kingdom. Founded in Melbourne in 2012, supported by a technical team of 120 employees located in Australia, United Kingdom and Macedonia. Megantic offers unique strategy for its clients reinforced by proprietary technology that connects the whole team. They are multi award winners in the industry across a variety of categories in Australia, APAC & Globally.