What I do
Backend Software Engineering
Software Engineer with 4 years of professional experience, passionate about solving challenging projects, bringing ideas to life, and quickly iterating to deliver efficient and minimalistic solutions across diverse domains. My goal is to maximize the value provided to the business while building scalable and long-lasting systems.
Experience
Software Engineer (Core)
Bikemap GmbH / Vienna, Austria / Contract
Feb 2023 - Present
- Led the development of the in-housed terrain products, which included an elevation data microservice based on an in-house merged dataset from multiple governmental sources, as well as map hillshade and contour line tiles.
- Integrated the in-house elevation dataset into the routing engine to provide enhanced navigation and elevation curves, increasing the data accuracy up to 30x.
- Designed and implemented an efficient route clustering pipeline to compute up-to-date personalized heatmaps and areas of interest for 8 million users with 12.5 million cycling routes.
- Designed and implemented a localized timezone-aware push-notification system for marketing offers.
Backend Software Engineer
BlueSensor / Remote / Contract
Aug 2020 - Jun 2022
- Led the development of an acoustic sensor device that monitors the eating patterns of species using a ML model, preventing diseases and improving the resource control efficiency up to 30% (compared to other non-acoustic solutions).
- Designed and implemented an event-driven backend architecture for IoT devices and spun-off several services from the main monolith as microservices.
- Built an audio collection, processing, and storage pipeline used to train a machine learning model using Python and AWS.
- Linearized the execution time of a previously quadratic ML algorithm, achieving a 41x improvement in the quantity of data that could be measured.
- Designed an algorithm to suggest feeding curves based on historical water parameters.
- Developed an integration layer for third-party backend services and collaborated with teams from other companies to achieve this.
- Implemented CI/CD pipelines with Gitlab CI for backend and firmware codebases featuring automated physical device tests.
- Reduced the backend service’s latency by 60% by optimizing regions in AWS.
Fullstack Software Engineer
Freelance
Dec 2019 - Aug 2020
- Developed a package tour sales software for a travel agency and deployed it on GCP.
- Developed a business management software for small and medium-sized companies.
Projects
Bikemap
Terrain Products Suite for a Cycling App
Fitness
Jun 2023 - Nov 2023
BlueSensor
Machine Learning Acoustic Sensor Device
AgTech / IoT
Aug 2021 - Jul 2022
Articles
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