Dina Nevhod

AI Engineer & Full Stack Developer

Frankfurt am Main, DE.

About

Highly skilled Full-stack AI Engineer specializing in NLP, Generative AI, and end-to-end product development, with a proven ability to transform complex ideas into scalable, AI-driven solutions. Expertly builds robust backend architectures and intuitive frontend interfaces, consistently delivering high-impact projects for clients across Europe, Asia, and North America. Drives innovation through strong analytical skills, cross-functional collaboration, and agile development, committed to enhancing user interaction and business outcomes.

Work

EPAM Systems

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AI Engineer & Full Stack Developer

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Summary

Full-stack AI Engineer leading the design and development of advanced NLP-powered applications and web services, driving significant improvements in user interaction and system stability.

Highlights

Designed and developed NLP-powered AI applications, enabling advanced text understanding and improving user interaction through innovative solutions.

Integrated LangChain with OpenAI language models to enhance conversational capabilities, boosting response relevance by 35%.

Implemented CLIP and BM25 models to generate multimodal embeddings, improving image-to-text matching accuracy by 25%.

Diagnosed and resolved complex software bugs, significantly improving application stability and reducing incident reports by 50%.

Optimized SQL scripts and stored procedures, enhancing database performance by 30% to improve system efficiency.

ELIO

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Software Developer

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Summary

Software Developer responsible for full-cycle web service development, enhancing website functionality, and optimizing data management processes to support data-driven decision-making.

Highlights

Developed a robust web service to seamlessly connect drawer software with web applications, reducing manual data exchange by 60%.

Managed full-cycle project development, coordinating cross-functional teams to ensure on-time delivery of all milestones.

Enhanced and expanded website functionality, resulting in a 35% increase in user engagement and improved UX metrics.

Designed and automated complex database reports, reducing report generation time by 50% and significantly improving data accuracy.

Created comprehensive technical documentation and release notes for product updates, streamlining user onboarding and support processes.

W2BUSINESS

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Software Developer

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Summary

Software Developer focused on client-facing solutions, delivering high-performance web applications and automating processes to enhance efficiency and user experience.

Highlights

Led client consultations to clarify requirements, improving project alignment and reducing design revisions by 25%.

Designed and developed prototypes, web applications, and responsive websites, accelerating time-to-market by up to 30%.

Wrote and maintained cross-browser-compliant code, ensuring consistent performance across 90%+ of user environments.

Managed databases and built automated reporting tools that reduced manual tasks by 40%.

Education

EPAM Systems

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Bootcamp Data Science Mentoring Program, GenAI Solutions Development Bootcamp Grade:

National Technical University of Ukraine Kyiv

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Master's Degree Metrology and Information Measuring Technology Grade:

National Aviation University Industrial and Economy College Kyiv

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Secondary Education Software Development Grade:

Languages

English

German/Deutsch

Ukrainian

Russian

Skills

Programming Languages

Python, C#, TypeScript, JavaScript, HTML/CSS.

AI/ML & Data Science

Generative AI, Large Language Models (LLMs), Retrieval-Augmented Generation (RAG), Natural Language Processing (NLP), Machine Learning, Deep Learning, Data Science, PyTorch, FastAPI, Transformers, LangChain, CLIP, Streamlit, Prompt Engineering.

Web & Backend Frameworks

.NET, .NET Core, .NET MVC, ASP.NET Web API, .NET Framework, Entity Framework.

Databases

MS SQL Server, MySQL, MongoDB, Milvus.

Version Control & DevOps

Git, GitHub, GitLab, Azure DevOps, Jenkins, TFS.

Project Management & Collaboration

JIRA, Confluence, Trello, Scrum, Agile methodologies.

Reporting & Data Tools

Report Builder, XML, JSON, UML.

CRM & Platforms

Microsoft Dynamics CRM, Power Platform.

Hardware & OS

Arduino, STM32, AutoCAD, IMOS, iOS, Android OS, Windows, Linux, macOS.