Volodymyr Andras, Full-Stack Developer | AI and NLP Specialist
Summary
A highly proficient Full-Stack Developer with over 7 years of experience, specializing in AI and NLP applications alongside web development. Adept at optimizing large language models, designing intelligent systems, and developing full-scale software solutions. The engineer's technical skill set encompasses Python, JavaScript, TypeScript, Java, C++, and SQL, with mastery in AI & NLP tools such as Hugging Face and TensorFlow. Their proficiency extends to full-stack development with a focus on MERN stack and Vue.js, demonstrated by a history of delivering high-performance, responsive e-commerce platforms, and proprietary CMS interfaces. With a Bachelor's degree in Computer Science and a strong background in DevOps practices, cloud platforms, and deployment technologies, the candidate has a proven track record of enhancing backend performance and streamlining deployment pipelines, positioning them as an asset for technically demanding roles.
Work Experience
Full-Stack Developer | AI and NLP Specialist, Text Classification & E-commerce Platform
Duration: Jan 2023 - Aug 2023
Summary:
- Fine-tuned large language models using Hugging Face Transformers and TensorFlow for chatbot and text classification projects
- Developed a responsive e-commerce platform with secure payment and user authentication
Responsibilities: Fine-tuning AI models, Full-Stack web development, AI model deployment, Implementing secure payment and user authentication.
Technologies: Hugging Face, TensorFlow, React, Node.js, PostgreSQL, AWS Elastic Beanstalk, Docker, Git
Web Application Engineer, Scalable Web Applications
Duration: Jun 2021 - Dec 2022
Summary: Built scalable web applications supporting a large user base with NLP-powered search functionality and optimized Java backend performance.
Responsibilities: Web application development, Implementing NLP search, Backend performance optimization, Agile team collaboration.
Technologies: Angular, Spring Boot, MySQL, Java, Python, Git, Jenkins
Full Stack Web Developer, Custom Content Management System
Duration: December 2020 - June 2021
Summary:
- Developed a custom CMS using Vue
- js and Laravel for GreenThumb Gardening to manage blog and product information, with user-friendly interface and SEO improvements
Responsibilities: CMS development, User interface design, SEO optimization, Responsive design implementation.
Technologies: Vue.js, Laravel, MySQL, PHP, CSS, HTML, Git, SEO techniques
Freelancing Web Developer, Responsive Web Applications
Duration: January 2018- December 2020
Summary:
- Created user interfaces and backend APIs for various web applications including Later
- Integrated payment systems and deployed implementations with AWS
Responsibilities: Frontend development, Backend API creation, State management, Payment system integration, Deployment and scalability setup.
Technologies: React.js, Next.js, Node.js, Express.js, MongoDB, Redux, Stripe, PayPal, AWS, CI/CD pipelines
Education
- Computer Science, Bachelor
- Lviv Polytechnic National University
- 2014-2017