Hi there 👋 , I'm Bernhard
About
👨🏻💻 About Me
💡 I deeply believe that learning new skills and applying these to real world situations is one of the biggest gifts life gave us.🎓 I'm currently studying one of my newest discoveries besides IT, the financial markets and how to apply trading algorithms efficiently.🌱 Concerning IT, I'm on track for learning more about all topics that are useful on my way. Almost every IT related subject is exciting for me. It's my big passion.📫 Feel free to send me a message via LinkedIn :)
🛠️ Tech stack
| Software architecture | Domain Driven Design, Microservice/SCS-Systems, Software Design Patterns | My favorite SW patterns: MVP-Passive View, Repository Pattern |
| Frontend development | HTML/JavaScript: React, NextJS, Vercel Style: TailwindCSS, Sass, Bootstrap |
Definitely React-Query for distinguishing between remote and local state of an UI |
| Backend development | Java: Spring, Quarkus C#: Asp.Net5+ Typescript: NestJS, mercurius Python: FastAPI, Flask |
I really like the universal E2E + load testing tool JMeter |
| Data engineering/analytics | Relational DBs: PlanetScale (MySQL), PostgreSQL NoSQL: MongoDB Search Engine/Analytics: ElasticSearch, Clickhouse Deep Storage: S3 Data Streaming: Kafka, Google PubSub Big Data Processing: Google cloud functions, Spark, Dask Notebooks/Dashboards: Jupyter, Pandas, streamlit |
For data discovery: Streamlit. Google PubSub / Google cloud functions are very nice to working with. Nvidia Rapids is the best approach for data processing at scale for the future (but too early stage atm) |
| Machine Learning | Scikit-Learn, Tensorflow, Spacy, AX | I am quite impressed from the math behind machine learing algorithms. I've often used highly specialized ML tools so far instead of the mainstream ML tools. |
| Infrastructure and Cloud | Clouds: Hetzner Cloud, Google Cloud, AWS, Vultr Cloud Native: Kubernetes, Helm, Docker CDNs: Vercel, Cloudflare, Google CDN Provisioning: Terraform, Ansible, Bash |
I highly enjoying to work with Hetzner Cloud provisioned by Terraform Cloud. Kubernetes/Docker was a game changer! |
| Monitoring/Logs | Metrics: Prometheus Logs: ELK-Stack Tracing: Jaeger Visualization: Grafana ... or Google Operations Suite at Google Cloud |
I really like the Prometheus integration of Grafana |
| Algotrading | C#: Ninjatrader, MultiCharts Python: IB-API |
Ah. Frustrading area concerning good working tools. Ninjatrader is the best compromise. |
| APIs | REST GraphQL |
Swagger for REST and graphql-codegen are great tools for contract driven developement |
| Favorit editors | Visual Studio Code, Rider | Rider for C# saved my life in Algotrading projects |
| IOT | RaspberryPi | OpenCV (Python version) for image recognition is very nice to program with |
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent