Here's a brief overview of what I've built in the past years. For a detailed CV, feel free to reach out on LinkedIn or via email.
Experience
Machine Learning Engineer
finna.ai, Sweden | Jan 2024 - Dec 2024
- Built RAG over unstructured financial statements
- Developed chat analytics with sentiment analysis and topic modeling
- Optimized data ingestion strategies to enhance document reasoning
Machine Learning Engineer / Data Analyst
K/C, remote | Jun 2023 - Jan 2024
- Led development of an AI-powered resume screening platform
- Built demand forecasting service
Data Analyst
KI, Sweden | Nov 2020 - Present
- Automated data processing pipelines and analytics workflows
- Developed dashboards for operational efficiency monitoring
Recent Achievements
- 🏆 Winner, Hack.Genesis hackathon - RAG assistant - 2024
- 🥇 Winner, Cillers hackathon - AI contract search inferface - 2024
- 🎤 Speaker, Stockholm PyData - "RAG for Financial Data" - 2024
Skills
ML / AI / MLOps
scikit-learn, PyTorch, Transformers, CatBoost, LangChain, MLflow, DVC
Development
Python, Docker, Git, GitLab CI/CD, FastAPI
Data & Cloud
SQL, AWS, Airflow, Clickhouse, Tableau