david kapitan
@davidkapitan
Backend-oriented full stack engineer building scalable cloud-native systems.
What I'm looking for
I am a backend-oriented Full Stack Software Engineer specializing in Python, Golang, and Node.js, focused on building scalable APIs, distributed systems, and cloud-native applications for finance and healthcare. I design microservices, event-driven architectures, and data pipelines that meet strict regulatory frameworks such as HIPAA and PCI-DSS.
At Visa I implemented low-latency payment pipelines, AI-powered anomaly detection, vector search, and federated learning solutions; at Bayer I developed large-scale claims processing systems, FHIR/HL7-compliant APIs, and predictive analytics for fraud detection. I have led cloud migrations, optimized large-scale databases, and delivered production-grade observability and security integrations.
I bring a pragmatic, security-first engineering approach, with strong experience in real-time streaming, machine learning integration, and frontend integrations (React, Angular, Vue) to deliver end-to-end solutions. I enjoy mentoring teams, improving system performance, and designing systems that scale to millions of users.
Experience
Work history, roles, and key accomplishments
Designed and implemented scalable microservices and low-latency payment pipelines using Python and Go, and developed ML-based anomaly detection and real-time data platforms to strengthen fraud prevention and dispute resolution.
Developed cloud-native healthcare claims and interoperability platform using Python and Node.js, building FHIR/HL7-compliant APIs, ETL pipelines, and predictive analytics to improve claims processing and HIPAA compliance.
Full Stack Developer
Sytoss
May 2014 - Mar 2018 (3 years 10 months)
Built and maintained enterprise web applications and multi-tenant SaaS platforms with Python and Node.js, optimizing databases and automating ETL and backend workflows to improve performance and scalability.
Education
Degrees, certifications, and relevant coursework
Comenius University in Bratislava
Bachelor's Degree, Computer Science
2010 - 2014
Completed a Bachelor's degree in Computer Science with coursework in software engineering, databases, and distributed systems between 2010 and 2014.
Tech stack
Software and tools used professionally
Apache Flink
Blockchain
Ethereum
Hyperledger Fabric
D3.js
Microsoft Bot Framework
DigitalOcean
GitHub
GitLab
Bitbucket
Kubernetes
Jenkins
GitHub Actions
GitLab CI
Pandas
Debezium
MySQL
PostgreSQL
MongoDB
CouchDB
ArangoDB
CockroachDB
Gmail
Node.js
Django
Laravel
Next.js
NestJS
Tailwind CSS
Nuxt.js
Neo4j
Redis
Jira
Mocha
Vue.js
jQuery
JavaScript
PHP
WebAssembly
TensorFlow
PyTorch
scikit-learn
Kafka
RabbitMQ
Apache NiFi
Apache Pulsar
Django REST framework
FastAPI
SQLAlchemy
GraphQL
OData
gRPC
AWS Lambda
Serverless
Handlebars.js
pytest
OAuth2
Twilio
NGINX
Airflow
Camunda
Time Analytics
Memgraph
s3-lambda
SQL
XGBoost
Hugging Face
LangChain
DuckDB
Weaviate
Polars
Evidence
Flower
Faiss
Availability
Location
Authorized to work in
Job categories
Skills
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