Bilal Dertli

Hi! I'm Bilal, a fresh graduate from Sabanci University with a strong passion for Artificial Intelligence.

I am actively pursuing a career in the AI field and stay up-to-date with the latest developments and tech news through platforms like LinkedIn.

My foundational experience includes 1 year as a Part-Time Backend Developer at Turkcell Technology.

Beyond AI, I am enthusiastic about continuously expanding my knowledge in diverse technologies. Currently, I am actively learning Svelte, which I am using to build this very portfolio website.

Here are some of my projects:

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Agentic UI Automation

Designed an AI-driven system using LangGraph to coordinate specialized agents for automated mobile UI interaction, using various LLMs and advanced prompting techniques.

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CLINC150 Intent Detection

Developed a text classification project on the CLINC150 dataset, achieving 96.22% accuracy with a fine-tuned RoBERTa model and exploring synthetic data augmentation for intent detection.

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Turkish Instagram Data Analysis

Developed machine learning pipelines for analyzing Turkish Instagram data, achieving 65% accuracy in influencer classification and a logarithmic MSE of 0.15 for like count prediction using a mix of NLP and regression techniques.