Ronny Schumm
@ronnyschumm
Results-driven AI Engineer with extensive backend engineering experience.
What I'm looking for
I am an AI Engineer with over 5 years of experience in artificial intelligence and more than 10 years in cloud backend engineering. My expertise lies in building scalable backend systems and full-stack applications, as well as deploying robust machine learning and NLP solutions. I have a deep background in natural language processing, knowledge base integration, and vector-based semantic search, utilizing frameworks like Pinecone and LangChain.
Throughout my career, I have successfully designed and implemented complex AI-powered platforms, integrating advanced technologies to deliver high-performance solutions. I am passionate about optimizing systems for scalability and reliability, ensuring that the solutions I develop have a real-world impact. My collaborative approach allows me to work effectively with cross-functional teams, driving innovation and delivering high-quality results on schedule.
Experience
Work history, roles, and key accomplishments
Senior Backend | Blockchain Engineer
Upwork
Mar 2024 - Present (1 year 6 months)
Developed and maintained key features for several web application, leveraging React.js and Node.js to deliver a seamless experience to a user base exceeding 4 million, driving user engagement and reliability. Architected, developed, and deployed secure smart contracts on Solana blockchain platforms using Rust, managing end-to-end delivery of decentralized applications and ensuring secure, performa
Senior Frontend Engineer
Sous-Vide Zen
Mar 2024 - Present (1 year 6 months)
Led the technical design and implementation of complex frontend solutions, leveraging Next.js, React, Redux Toolkit (RTK Query), and TypeScript to deliver robust and maintainable user interfaces in collaboration with a cross-functional team of up to 10 developers. Engineered scalable and high-performance web applications by extensively utilizing server-side rendering (SSR), static site generation
AI & Backend Engineer
Harvest LLC
Apr 2025 - Jul 2025 (3 months)
Developed and maintained an AI-powered platform integrating LangChain, Pinecone vector database, and vector embeddings, leveraging diverse datasets from WDI, Eurostat, and IMF APIs to enable real-time, data-driven Q&A functionality for end users. Engineered and deployed advanced NLP pipelines for high-performance information retrieval, automated summarization, and semantic search leveraging OpenAI
Software Engineer
Twill
Jul 2021 - Mar 2023 (1 year 8 months)
Developed and maintained a robust digital asset management platform, utilizing React, TypeScript, Node.js, and GraphQL to enable efficient handling and organization of extensive digital content for enterprise clients. Engineered terabyte-scale data ingestion and real-time streaming pipelines using Node.js, supporting seamless processing and management of over 150 million digital artifacts, and ens
Full Stack Developer
Autoimport
Dec 2011 - Jun 2021 (9 years 6 months)
Designed, architected, and developed a comprehensive auto parts sales portal from the ground up using PHP and MySQL, efficiently scaling to support more than 1,000 daily users and facilitating seamless e-commerce operations. Engineered and integrated robust APIs for real-time data exchange between back-office and front-office systems, as well as for wholesale clients to obtain offers and place ord
Education
Degrees, certifications, and relevant coursework
Belgorod Shukhov State Technology University
Bachelor of Engineering – BE, Automotive Engineering Technology/Technician
1997 - 2001
Grade: 3.7
Obtained a Bachelor's Degree in Automotive Engineering Technology from Belgorod Shukhov Technology University. Studied various aspects of automotive engineering and technology.
Tech stack
Software and tools used professionally
OpenAPI
Blockchain
Microsoft Azure
Google Cloud Platform
GitHub
Kubernetes
Jenkins
GitHub Actions
NumPy
Pandas
Dask
MySQL
PostgreSQL
MongoDB
Gmail
Rollout
Node.js
Laravel
Spring Boot
Next.js
Figma
Redis
Terraform
Vue.js
JavaScript
HTML5
Java
PHP
JSON
TensorFlow
PyTorch
scikit-learn
NLTK
FastAPI
Prometheus
Datadog
GraphQL
Firebase
Elasticsearch
Ansible
OAuth2
Toolkit
Amazon Web Services (AWS)
Hugging Face
Availability
Location
Authorized to work in
Website
m.shatov.portfolio.comJob categories
Skills
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