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CV - Barathan Aslan.doc
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Barathan Aslan
barathanasln@gmail.com
Senior Computer Engineering student at Boğaziçi University with a fascination for pattern recognition and prediction. I apply this natural tendency across domains—from training ML & LLM models to analyzing markets. I apply this natural tendency across domains—from training ML & LLM models to analyzing markets. I value the process over outcomes. I express myself through music and explore interconnections in economics, international politics, and history. Constantly seeking to understand how systems work, predict how they'll evolve, and learn from both success and failure.
- Currently working on data science projects and analytics initiatives.
- Prioritized local open-source language models to address privacy concerns. Developed a local chatbot agent enhanced with RAG techniques for the purpose of serving developers using document-based knowledge retrieval.
- Partially developed and conducted in-depth research on natural language to SQL query language models aimed at empowering banking personnel with limited technical expertise.
- Developed a REST API using a pre-trained BERT model to classify customer issues.
- Contributed to Türkiye's first big chatbot agent project: Dopi AI. Implemented prompt engineering techniques in the process and made research on both open source and closed source models. Carried out project development and competition analysis.
- Took part in creating No-Code App Development education content.
- Machine Learning Specialization, DeepLearning.AI Supervised Machine Learning, Advanced Learning Algorithms, Unsupervised Learning, Recommenders, Reinforcement Learning
- Deep Learning Specialization, DeepLearning.AI Neural Networks and Deep Learning, Improving Deep Neural Networks, Structuring Machine Learning Projects, Convolutional Neural Networks, Sequence Models
- Graph Neural Network, Udemy
- Investment Management with Python and Machine Learning Introduction to Portfolio Construction and Analysis with Python, Advanced Portfolio Construction and Analysis with Python, Python and Machine-Learning for Asset Management with Alternative Data Sets
- Reinforcement Learning Fundamentals of Reinforcement Learning, Sample-based Learning Methods
- 5-Day Gen AI Intensive Course, Kaggle & Google
- ANBEAN Finans ve Yatırım Okulu
- AlgoRun Hackathon 2025: 1st place
- Datathon AI 2024 – ITU AI Club: 1st place (1/91 qualification, 1/30 finals)
- Trendyol Hackathon 2025: 6th place (out of 302 teams)
- Teknofest T3 AI Hackathon 2024: Final Stage – built one of the largest and highest-quality synthetic Turkish LLM datasets (~1B tokens)
- Additional participation in multiple hackathons & datathons
- AWS Community Day Türkiye 2024, Claude Code Meetup Istanbul, GitHub Enterprise & Copilot Day
- On-Site visit to TUSAŞ, BIST, TCMB
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