A short description of my Software Development skillset.
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I have experience developing and deploying cloud-based pipelines and a diverse history spanning most Data Science and Machine Learning fields.
My comprehensive understanding of both software and data, combined with a willingness to learn and use new technologies, tools, and languages, allows for the implementation of more intuitive and robust systems overall.
EXPERIENCE
2024-current: Machine Learning Developer at Bear Machines: A start-up that is first to market with an innovative tire regrooving automation system. I am assisting in the exploration and implementation of:
- Cutting-edge sensor technologies
- Computer vision algorithms & customer and machine data analysis
- Cloud architecture & software
- …
2020-2023: Lead Developer at Hetrafi (in development): A gaming marketplace/hub start-up for gamers who want to trade, compete, and provide services in their favorite online games. My responsibilities included:
- Supervising development
- Designing and implementing our Google Cloud architecture using primarily Go and SQL
- Maintaining access control for our cloud and GitHub resources
- …
2017-2019: Junior ML Developer at IMA Institut RWTH Aachen: A machine learning consultancy at RWTH University where we assisted with ML solutions research for companies such as Telekom and Saint Gobain. Projects required knowledge of:
- Saint Gobain
Using computer vision and statistical regression techniques to identify production line defects. - Telekom
Using NLP (NER) to classify and anonymize chat logs containing sensitive personal data. - RWTH Language Department
Using NLP, MapReduce corpus analysis, and graphical databases to build a knowledge graph-based language learning tool. - …
Summer 2014: Data Science Intern at Onalytica: A social media data analysis consultancy that searched for efficient Twitter influencers based on topics provided by our clients. Twitter analysis was performed through:
- Sentiment analysis using NLP techniques
- Clustering of topics and engagements
SKILLS
| Languages | /5 |
|---|---|
| Python | 5 |
| Go | 4 |
| C++ | 4 |
| Javascript | 3 |
| C# | 3 |
| Java | 3 |
| Scala | 2 |
Tools, Techniques, etc: Agile, AutoML, CI/CD, Computer Vision/NLP/…, CUDA, DDD, Docker, Git, GCP/AWS/Azure, GraphQL/REST, gRPC, Hadoop, Keras, Kubernetes/Kubeflow, Linux, LLMs/GPTs/Multi-Agent Orchestration, Machine Learning/Data Science, MapReduce, Matplotlib, Microservices, MLflow, Notebooks, NumPy/Scikit-learn, OpenCV, Pandas, PyTorch/TensorFlow, Serverless, SQL/NoSQL, Spacy, TDD, …
EDUCATION
King’s College London studying Computer Science with Intelligent Systems
English International College with A-Levels in Mathematics and Physics