Kamil Toporek
Kamil Toporek

Senior Software Engineer

Actively looking · Member since 5 Oct 2026
Location
Oświęcim, Poland
Desired salary
Confidential
Work preference
Remote Only / Full Time, Part Time, Contract, Freelance, Volunteer, Internship, Temporary
Experience level
Senior

About

Professional summary

I am a Senior Software Engineer with 10 years of experience building AI-driven, cloud-native software for healthcare, banking, and industrial IoT products.

I specialize in scalable backend platforms, microservices, event-driven systems, high-throughput data pipelines, and secure API design using Python, Node.js, Kafka, Azure, and AWS.

I have hands-on experience delivering NLP, LLM, retrieval-augmented generation, and multi-agent applications for real-time analytics, automation, clinical decision support, and intelligent knowledge retrieval.

I build secure and compliant systems with strong attention to HIPAA, PCI DSS, authentication, access control, data residency, auditability, and production reliability.

I work across the full stack, developing React interfaces alongside backend APIs, data integrations, cloud infrastructure, CI/CD pipelines, monitoring, and observability solutions.

I am a collaborative technical leader who reviews designs and code, mentors engineers, and works closely with product, data science, clinical, compliance, and engineering stakeholders to turn complex requirements into reliable solutions.

Notice period: Immediately

Skills

67 capabilities

Tech stack & tools

Working toolkit

Experience

Career history

Senior Software Engineer Cerebra Consulting Inc

I develop full-stack applications and backend services, translating business requirements into secure, maintainable features across APIs, data integrations, web interfaces, and production support. I design Python/FastAPI and Node.js/TypeScript services with documented REST APIs, validation, clear service boundaries, and consistent error handling. I also build React and TypeScript interfaces for operational workflows.

I model data in PostgreSQL, use Redis caching where appropriate, and integrate internal and third-party systems through versioned APIs, asynchronous jobs, and event-driven patterns. I develop LLM features with tool calling and RAG, apply OAuth2/JWT, RBAC, secrets management, and audit-friendly logging, and support AWS and Azure deployments with Docker and CI/CD. I investigate production issues using logs and metrics, review technical designs and pull requests, and coordinate delivery with product and engineering stakeholders.

Senior Software Engineer | AI Developer Concentrix

I worked on iX Hello, an AI-powered healthcare assistant platform for real-time patient engagement, clinical decision support, and intelligent care workflows. I migrated monolithic APIs to event-driven microservices using Kafka and RabbitMQ, built high-throughput ingestion pipelines with FastAPI, and created AI orchestration layers for NLP services. I developed LangChain and LangGraph applications for multi-agent and LLM-driven workflows, including RAG pipelines integrated with vector databases and enterprise knowledge sources.

I implemented HIPAA-compliant handling of sensitive data and secure EHR integrations using HL7 and FHIR standards. I designed gRPC, GraphQL, and REST APIs, optimized performance with Redis and horizontal scaling, and engineered reliability using AKS autoscaling, connection pooling, circuit breakers, and idempotent message processing. I built Azure OpenAI clinical assistants for chart summarization and ICD/CPT suggestions, while serving as a technical lead for coding standards, design reviews, mentoring, and safe AI/ML integration.

Full Stack Engineer Synox

I designed and delivered a multi-tenant IoT SaaS platform for connecting, monitoring, and analyzing real-time data from sensors, vehicles, and industrial machines. I built React and TypeScript dashboard functionality for real-time visualization using WebSockets and implemented REST APIs with Node.js/Express and Python/FastAPI. I processed sensor streams, exposed latest device state and historical time-series data, and created transformation and normalization layers.

I developed tenant-isolated architecture with secure data partitioning, RBAC, organization management, and user permission APIs. I implemented JWT authentication, rate limiting, validation, and secure device communications. I contributed to scalable microservices, event-driven processing, messaging and pub/sub patterns, caching, distributed processing, and performance tuning. I also led cloud and DevOps integration using AWS, Azure IoT Hub, Azure App Services, Docker, automated testing, and CI/CD pipelines.

Full Stack Engineer Look4IT

I worked on modernization of a global banking and payments platform, coordinating secure banking services on AWS using FastAPI and Node.js microservices. I migrated payment and account services to domain-aligned microservices and exposed REST and GraphQL APIs for real-time balance checks, transfers, and settlements. I built transaction pipelines with Kafka, Amazon Kinesis, and PostgreSQL, including idempotent processing and reconciliation logic for consistency and traceability.

I developed AI-driven fraud detection services with Python, Scikit-learn, and TensorFlow, serving low-latency scores through Node.js APIs. I also built React onboarding flows, identity verification and KYC integrations, and operational dashboards for transaction streams, fraud alerts, and customer journeys. I supported CI/CD and reliability practices with Jenkins, Docker, AWS infrastructure as code, health checks, logging, and alerting in a PCI DSS environment.

Junior Software Engineer Kenja K.K.

I built Python Flask backend services and REST APIs backed by PostgreSQL for internal training projects, applying clean layering, input validation, and basic authentication patterns. I developed React single-page applications that consumed backend APIs, implemented reusable components and state management, and delivered responsive CRUD workflows for an internal HR portal.

I created a small recommendation system using Python, Scikit-learn, feature engineering, and JSON REST endpoints to demonstrate machine learning integration. I also developed DevOps fundamentals through Docker containerization, Jenkins-based CI/CD pipelines, Git workflows, code reviews, and Agile delivery practices.

Education

Learning history

Kyoto University

Bachelor's degree, Computer Science

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