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Serhii C.
Backend Developer
Serhii is a Senior Software Engineer with a decade of commercial experience in building high-performance backend systems, cloud-native architectures, and large-scale data processing pipelines. He specializes in Java, Golang, and distributed systems across GCP and AWS environments.
At 2K Group, he developed eCommerce search and recommendation pipelines, including LLM-driven conversational search powered by LangChain, and led multi-tenant architecture projects to optimize scalability and cost efficiency. His work spanned event-driven system design, real-time analytics, and DevOps automation using Docker and Pub/Sub.
Renowned for his architectural precision and mentorship, Serhii blends deep technical expertise with strategic system design and leadership, enabling teams to deliver robust, maintainable, and high-impact solutions.
Main expertise
- Golang 5 years
- REST API 10 years

- Java 10 years
Other skills
- Shell 6 years
- AWS 2 years
- Apache Kafka 2 years
Selected experience
Employment
Software Engineer
2k Group - 2 years 6 months
2K Group develops scalable software solutions for enterprise eCommerce and digital retail systems, enabling personalized product discovery and intelligent search experiences.
- Contributed to the design and implementation of the eCommerce search and recommendation experience using GCP Retail Search and Mongo search engines:
- Built high-volume catalog ingestion pipelines for near-real-time updates
- Delivered search, recommendation, and personalized product discovery features with high customizability
- Developed high-throughput analytics pipelines for user events using Go, Pub/Sub, and BigQuery
- Implemented LLM-driven conversational search using RAG pipelines, embeddings, and LangChain4j
- Managed multi-tenant, multi-deployment architecture across a “zoo” of GCP projects, ensuring reliability, scalability, and cost-efficient operation
- Expanded into architectural responsibilities:
- Proposed and created technical designs for new features and system improvements
- Led technical direction and decision-making within cross-functional teams
- Provided team leadership for side-stream initiatives, mentored developers, and drove the delivery of complex features
Technologies:
- Technologies:
MongoDB
Docker
PostgreSQL
Redis
Golang
Java
- Microservices
Python
Kubernetes
Google Cloud
Git
gRPC
Shell
Apache Airflow
Azure Cloud
PL/SQL
REST API
LangChain
Dataflow
Apache Beam
Pub/Sub
Micronaut
Software Engineer
Norse Digital - 1 year 5 months
Norse Digital offers data-driven solutions for optimizing transportation, infrastructure, and logistics.
- Designed and implemented a geospatial analytics platform to evaluate road quality and infrastructure health.
- Built pipelines for data ingestion and transformation from road scanners and IoT devices.
- Developed a map tile generation and visualization service in Golang, improving map rendering performance by 50%.
- Created RESTful APIs for map data access and aggregation, powering client dashboards and reports.
- Integrated PostgreSQL with PostGIS for spatial queries and geospatial indexing.
- Automated deployment workflows using Docker and GCP, ensuring scalability and reliability.
- Implemented event-driven updates for streaming geolocation data from field sensors.
- Collaborated with government agencies to ensure data privacy and compliance in public-sector deployments.
Technologies:
- Technologies:
Docker
PostgreSQL
Redis
Golang
Java
- Microservices
Spring Boot
Spring
Kubernetes
Google Cloud
Git
Shell
PL/SQL
REST API
Pub/Sub
Software Engineer
Freelance Projects - 10 months
Delivered end-to-end backend and cloud automation for medical technology companies.
- Designed and deployed automated patient data integration from CPAP machines (Philips, ResMed) for sleep clinics.
- Built AWS Lambda microservices to handle device synchronization, data normalization, and processing.
- Integrated insurance claim APIs (Athena Health) for automated submission and verification workflows.
- Implemented authentication and authorization flows using AWS Cognito and OAuth2.
- Managed DynamoDB schemas and S3 data storage for secure, HIPAA-compliant processing.
- Wrote infrastructure-as-code templates to manage AWS environments and monitoring policies.
- Built unit-tested APIs for clinical dashboards to visualize aggregated patient metrics.
Technologies:
- Technologies:
Docker
AWS
Golang
- Microservices
Spring
Kubernetes
AWS Lambda
AWS S3
DynamoDB
Git
Shell
REST API
AWS Cognito
Software Engineer
Provectus - 3 years 7 months
Provectus is a global engineering firm building AI and data solutions for enterprise clients.
- Maintained and enhanced a multi-channel eCommerce platform for a major global fashion retailer.
- Designed and implemented APIs and microservices in Java and Spring Boot, supporting both retail and rental systems.
- Developed streaming and batch data processing pipelines using Kafka and Pub/Sub for catalog synchronization.
- Improved system reliability and observability by integrating monitoring dashboards and alerting systems.
- Managed cloud deployments on AWS using ECS and Lambda for hybrid compute workloads.
- Led a feature development stream, mentored junior engineers, and supported team performance reviews.
- Coordinated cross-team collaboration with QA and DevOps to ensure seamless release cycles.
- Contributed to architecture modernization, improving fault tolerance and reducing downtime by 40%.
Technologies:
- Technologies:
MongoDB
Docker
AWS
Redis
Java
- Microservices
Apache Kafka
Spring Boot
Spring
Kubernetes
- API
Git
Shell
PL/SQL
REST API
AWS ECS
Pub/Sub
Education
MSc.Economics Cybernetics
Odesa National Polytechnic University · 2009 - 2015
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