About me
With 8 years of seasoned expertise in fullstack development, 6 years focused on machine learning, and a strong foundation in DevOps, I offer a comprehensive skill set. From architecting sophisticated applications to orchestrating CI/CD pipelines and managing AWS infrastructure, I consistently deliver innovative solutions across the software development lifecycle.
Projects
- Machine Learning & Backend Engineer- Design an artificial intelligence model that beats professional players in card games and board games and create an AI Game players. - Develop sites and apps to serve game bots in cooperation with the mobile team and web development team - Research and develop natural language processing technology that classifies text data by topic based on Transformer and Longformer - Analysis of the latest speech synthesis networks, including Tacotron, FastSpeech and FastSpeech2, and research on creating a
Work history
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Senior Software EngineerNasctech
- Dublin, IrelandFull Time
- Led the development of chatbots utilizing LLMs, enhancing conversational capabilities and user engagement.
- Developed voice chat applications leveraging Text-to-Speech technology, providing seamless and interactive user experiences.
- Developed finance information processing systems, utilizing advanced machine learning algorithms to analyze and classify financial data accurately.
- Utilized AWS/GCP for training and deploying LLMs, ensuring efficient model development and deployment processes.
- Spearheaded the development of AI-driven e-commerce platforms, achieving a milestone of 1 million in pure revenue within the first year.
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Machine Learning & Backend EngineerTimeplay
- Kyoto, Kyoto Prefecture, JapanFull Time
- Designed and implemented artificial intelligence models for card and board games, achieving a 35% improvement in win rates over human players.
- Collaborated with mobile and web development teams to develop gaming applications featuring AI game players; achieved $30 million TVL and 2 million pure revenue within the first 6 months.
- Conducted research on natural language processing technologies, focusing on Transformer and Long former models for text classification.
- Analyzed state-of-the-art speech synthesis networks, including Tacotron, FastSpeech, and FastSpeech2, aiming to create human-like multilingual speech synthesis models.
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Skills
- AI
- Python
- Javascript
- C Programming
- Nodejs
- Devops
- AWS
- Azure
- Jira
- Machine Learning