Şüheda Yıldırım
I’m a product-focused AI/ML engineer who loves turning messy data into reliable, scalable data products. I build end-to-end pipelines and APIs that empower teams to train, validate, and deploy models efficiently.
About
I’m a product-focused AI/ML engineer who loves turning messy data into reliable, scalable data products. I build end-to-end pipelines and APIs that empower teams to train, validate, and deploy models efficiently. I enjoy collaborating with cross-functional teams to ship impactful solutions.
In my work, I balance practical engineering with curiosity about language models, data ethics, and system reliability. Outside of work, I enjoy sharing knowledge, mentoring others, and continuously exploring new tools to improve developer experience.
- 3 years' experience
- Joined January 2026
Skills· 20
Languages
- EnglishFluent
- TurkishFluent
- GermanAdvanced
- FrenchIntermediate
Industry experience
- Computers & Electronics
- Software & Internet
- Education
- Professional Services
- Other
- Media & Entertainment
Work experience· 5 roles
Built a production-grade LLM pipeline to automate multi-step insurance data cleaning and schema alignment. Designed and implemented a full-scale FastAPI + Celery distributed processing system. Created a 12-step AI pipeline for enterprise insurance data standardization and integrated Azure AI Foundry for deterministic LLM-based data cleaning. Developed enterprise-level SharePoint integration and optimized performance, monitoring, and developer experience. Implemented Infrastructure-as-Code with Terraform.
Built a production-grade LLM pipeline to automate multi-step insurance data cleaning and schema alignment. Designed and built a full-scale FastAPI + Celery distributed processing system. Created a 12-step AI pipeline for enterprise insurance data standardization. Integrated Azure AI Foundry for deterministic LLM-based data cleaning. Developed enterprise-level SharePoint integration. Optimized performance, monitoring, and developer experience. Implemented Infrastructure-as-Code with Terraform.
Built backend solutions and APIs for AI model training and real-time processing. Created RESTful services using Flask/Python with a Node.js orchestration layer. Enabled seamless communication between AI services, microservices, and the React frontend. Trained transformer models like BERT to analyze CVs.
Education· 6
Certifications and awards
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