LLM automation
LLM agents, prompt engineering, NLP workflows, structured outputs, and intelligent automation systems.
AI, data science and backend software engineer
Atakan Emre
I build AI-powered backend systems across machine learning, LLMs, NLP, quantum machine learning, and data science, transforming research ideas into practical engineering solutions.
2020+
enterprise software experience
M.S.
Software Engineering, AI/NLP focus
25
public repositories
7
live project demos
Focus
What I Build
My strongest work sits at the intersection of applied AI, data science, backend systems, and research-driven software.
Backend engineering
REST APIs, microservices, data consistency, integration flows, validation tooling, and CI/CD-ready services.
Data science
Feature extraction, model evaluation, reproducible notebooks, NLP classification, and experiment-driven development.
Applied ML
Healthcare AI, molecular benchmarks, peptide design, TensorFlow/PyTorch models, and domain-specific prediction systems.
Experience
AI Research, Backend Engineering, and Data-Driven Software
A profile shaped by applied AI projects, backend service work, and research-heavy data systems.
Jun 2024 - Present
Software Engineering, Logo Yazilim
- Worked on backend service validation for RESTful APIs and microservices.
- Built Python-supported automation flows for data consistency and business logic checks.
- Contributed to API, integration, UI, and performance workflows across enterprise environments.
- Integrated NLP-based scenario generation and AI-supported analysis tools into validation workflows.
Sep 2025 - Present
TUBITAK 1001 M.S. Scholarship Holder
Researching mathematical methods for aircraft wing geometry optimization and advanced aerodynamic performance.
Jan 2025 - Dec 2025
TEYDEB 1501 Healthcare AI Collaboration
Contributing software tools and validation components for a personalized NGS and AI-based post-transplant monitoring kit.
Education
M.S. Software Engineering
Firat University, 2025 - Present. Coursework in AI, NLP, and Software Architecture.
B.S. Software Engineering
Firat University, 2021 - 2025. GPA 3.43 / 4.00, graduated with honors, top 10%.
Certifications
Machine Learning Specialization
Coursera
Fundamentals of Deep Learning
NVIDIA
Case Studies
Selected Work With Clear Technical Signals
These are the projects that best communicate depth: measurable outcomes, domain complexity, and production-minded implementation.
AI automation / MCP
MCP Test Generator
Model Context Protocol server that turns feature descriptions and acceptance criteria into structured software artifacts.
- Gherkin, Markdown, and JSON output validation.
- Xray/Jira export with Smoke, Regression, and E2E grouping.
- Enterprise QA workflow focus with Dockerized delivery.
AI product / Machine Learning
TestGen-AI
Full-stack AI product that turns natural language requirements into structured validation assets.
- FastAPI backend and React-based interface.
- LLM, NLP, JSON schema, and test-generation workflow.
- Designed as a practical QA assistant for modern teams.
Healthcare AI / TEYDEB 1501
NISTH Platform
Clinical decision-support platform for non-invasive post-transplant health monitoring.
- KMR/KRE/GFR signal processing on a unified timeline.
- Risk scoring, anomaly detection, and patient-level prediction.
- JSON contract checks and dynamic doctor reports.
Bioinformatics / deep learning
Peptid Generator
Microplastic-binding peptide design workflow comparing multiple deep learning architectures.
- 3,100+ model combinations evaluated.
- Average test R2 of 0.9592 and best PET R2 of 0.9766.
- 150 unique candidate peptides generated for screening.
Live GitHub
Repository Activity
Cards are fetched live from GitHub, then curated so the strongest AI, data science, backend, and applied software projects appear first.
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Stack
Technical Stack
A focused map of the tools I use to ship AI-enabled software and validation workflows.
Languages
Python, C#, Java, SQL, Kotlin, JavaScript, Spring Boot
AI / ML
Machine Learning, NLP, LLMs, Quantum ML, Prompt Engineering, PyTorch, TensorFlow, Scikit-learn, LangChain, PennyLane, Qiskit
Backend & Automation
REST APIs, Microservices, API Integration, Data Validation, Postman, Apidog, Selenium, Xray, Jira
Tools
.NET, ASP.NET Core, REST APIs, Microservices, Docker, Git, Jenkins, Jupyter, CI/CD, Linux, Next.js
Writing
Articles
A Markdown-powered writing area for technical notes, project breakdowns, and implementation decisions.
Let's Build Useful AI Systems
Reach out for AI products, data science workflows, backend systems, applied ML projects, or research-driven software collaborations.