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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.…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.

Şüheda Yıldırım

AI Engineer, Data Scientist, Back-End Developer, +1

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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.…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.

Available to hire

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.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Turkish

Fluent

German

Advanced

French

Intermediate

Work Experience

Prompt Engineer at Alpha AI

July 1, 2025 - Present

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.

Full Stack AI Engineer at Teemo AI

July 1, 2024 - July 1, 2025

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.

Full Stack Web Developer / Data Scientist at Georg-August University

March 1, 2023 - July 1, 2024

Developed backend, scraped data, built APIs, automated tasks, and managed deployments with Docker and databases. Scraped academic data from non-API websites and built web apps with Django and ReactJS. Designed RESTful APIs, automated tasks using Python and Bash, and deployed applications via Docker. Configured Nginx with SSL, managed PostgreSQL and MongoDB, and ensured code quality with Git, TDD, and Pytest while supporting responsive front-end integration with HTML and CSS.

Data Scientist - NLP Focus at Max Planck Institute

March 1, 2023 - December 1, 2023

Developed NLP algorithms and ML models to analyze Covid-19 disinformation on Telegram. Implemented ML/DL techniques for sentiment analysis, topic classification, and NER on unstructured text. Focused on Covid-19 related misinformation.

Prompt Engineer / LLM Backend Engineer at Alpha AI

July 1, 2025 - Present

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.