Software Engineer · Firesand LTD
2023-12 → nowFull-stack + data engineering at a security consultancy - AWS cloud, C#/.NET, React, Glue/Spark ETL, real-time fraud-detection ML.
[FULL][SEC][DATA]london, uk[+] expand
Software Engineer · Firesand LTD
2023-12 → now- Developing and managing projects across AWS cloud infrastructure, C#/.NET backends and React/Redux/Node/Vite front-ends.
- Implemented AI/ML model integration pipelines in Python for structured and unstructured data, including real-time fraud-detection algorithms and pattern recognition.
- Developed and optimized AWS Glue ETL jobs for large-scale data transformations, with custom validation logic and error handling for robust pipelines.
- Advanced data partitioning and processing with Parquet to optimize big-data workflows; data sharding and large datasets in Parquet and NoSQL.
- Designed and implemented a VPN-tunnel blackbox using WireGuard on Alpine Linux - a lightweight, portable solution for secure remote access and encrypted transmission.
- Designed scalable architectures with cross-functional teams, focused on performance, security and scalability.
- Containerized deployments with Docker for portability; testing and version control for code quality.
- Troubleshot, debugged and optimized existing systems to cut technical debt.