Valiantsin Rakots
About
Detail
AI/Backend Engineer
Belarus
Contact Valiantsin regarding:
work
Full-time jobs
Résumé
Jobs
verified_user
0% verified
AI Engineer3AlicaNov 2025 - Current (1 year)- AI EngineerCreatexMay 2024 - Nov 2025 (1 year 7 months)At Createx, I build and maintain production-grade model serving pipelines optimized for both GPU and CPU environments using TorchServe, FastAPI, and other technologies, ensuring low-latency and high-availability inference in production. I handle deployment and scaling with Docker, Docker-compose, and cloud platforms such as AWS, GCP, and RunPod. I also design and implement GPT-based chatbot pipelines using Retrieval-Augmented Generation (RAG) and LangChain, significantly enhancing response relevance and reducing hallucinations in customer interactions. Also I take part in developing advanced speech-to-text and speech synthesis systems to improve conversational AI capabilities.
- MML/Backend EngineerJun 2023 - May 2024 (1 year)At Marsh I designed and implement end-to-end machine learning pipelines for computer vision and natural language processing tasks. My work includes developing scalable solutions for intelligent systems, integrating large language models, and building backend infrastructure to support data management and dynamic user interactions. I focused on optimizing model performance and system responsiveness through robust monitoring and logging solutions, tracking key metrics such as latency, output quality, and user engagement. I also contributed to creating adaptable AI behaviors and improving overall user experience through thoughtful engineering and system design.
- OPython DeveloperOptidrimMar 2022 - Jul 2023 (1 year 5 months)In this role, I contributed to the development of real-time, data-driven applications by building robust backend systems and machine learning models. I designed and implemented APIs, integrated asynchronous task queues, and enabled real-time communication to support smooth and responsive user experiences. I also containerized services, set up monitoring and observability tools, and followed deployment best practices to ensure system scalability, performance, and reliability in production environments.
Education
verified_user
0% verified
- bachelor, Bachelor's degree Computer Software and Media ApplicationsBelarusian State UniversityJan 2019 - Jan 2023 (4 years 1 month)