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.
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My new research on how forcing JSON outputs doubles misalignment rates in open LLMs.
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Daily AI safety paper feed that filters, categorizes, and summarizes new arXiv research.
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Privacy-first CLI that indexes documents locally and answers questions with cited sources.
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Live text-to-speech reader that turns URLs or pasted text into natural-sounding audio with Gemini.
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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.
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A 3-part introduction to Relational Databases and MySQL for data analysis.
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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.
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