10+
Years Experience
25+
Projects Completed
10+
Published Articles
20+
Resources Created
I'm a senior Data Analytics & Engineering professional at Klarna, where I turn complex business challenges into production-ready solutions. I build scalable pipelines, automate reporting, and ship AI-powered agents that support analysts across the company.
Off the clock I dive deep into AI safety and fine-tuning research: designing open-weight experiments, benchmarking JSON-constrained agents, and sharing the findings in my publications. That blend of enterprise experience and independent research keeps my toolkit sharp, from Python and SQL to custom eval harnesses for generative models.
pandas, Matplotlib, NumPy, TensorFlow, Jupyter
Redshift, PostgreSQL, ETL, dbt
OpenAI, Anthropic, Gemini, Open-weight Models
Tableau, Matplotlib, A/B Testing, Streamlit
AWS, GCP, Git, CI/CD, Flask
New research helping to understand Emergent Misalignment in modern open-weights LLMs.
Read on arXiv
My new research on how forcing JSON outputs doubles misalignment rates in open LLMs.
Read the Research
A fun project to build an Alexa Skill to access Google's Gemini API directly via Echo devices.
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An open-ended sci-fi RPG built using generative AI via LLM APIs.
View Project
A 3-part introduction to Relational Databases and MySQL for data analysis.
Read Articles
A natural language interface that provides personalized information based on user queries.
View ProjectTransform raw data into meaningful insights to guide strategic business decisions.
Design and implement reliable data pipelines for efficient data processing and management.
Build assistants, automations, and workflows powered by the latest LLM APIs and vector search.
Lead fine-tuning experiments, evaluation rigs, and safety studies for open-weight and frontier models.
Let's discuss how my expertise in data analytics and engineering can help drive your business forward.
Get in TouchI've put together an extensive collection of resources to help you get familiar with Data Analytics concepts. From data cleaning to predictive analytics, machine learning techniques to ethical considerations, this library will introduce you to a wide range of concepts.
