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🔷 Fractals
A fractal is a geometric shape that exhibits a repeating pattern of smaller and smaller details. Fractals are self-similar, meaning that the pattern repeats itself at different scales.
🟢 COMPLETE
About
Hello! I'm Kristian. I like doing this sometimes. Currently building Agentic Infrastructure for web4.
∴⍑ᔑℸ ̣ ||𝙹⚍ ᓭᒷᒷꖌ ╎ᓭ ᓭᒷᒷꖌ╎リ⊣ ||𝙹⚍.
Work
Experience
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2025 - PresentBitcoin Researcher — MIT DCI (Decentralized Currency Initiative)
Built APIs for bitcoin hashrate monitoring and controlling. Currently building a trained model for bitcoin transaction fee prediction. -
Summer 2025Software Engineer — SINTEFDeveloped a software suite for near real-time drone sensor processing and visualizations for unexploded ordnance (UXO) detection.
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Summer 2024Researcher — CERNCreated high complexity simulations for W-boson mass measurements for the Future Circular Collider.
Personal Projects
🔁 Recursive Language Models
Systematic component analysis of RLMs for long-context handling. Evaluated partitioning strategies (token, structural, semantic), retrieval methods, and parallel execution on OOLONG and LoCoDiff benchmarks.
🟢 COMPLETE
₿ Bitcoin Fee Estimation
Structural model for predicting Bitcoin transaction fees using mempool data from a custom node. Two-stage approach using re-spend time as an impatience proxy. Built at MIT DCI.
🟡 IN PROGRESS
🌐 AIA
AIA is a framework for building agentic infrastructure for the web4. Decentralized communication layer and consensus protocol for agents.
🟡 IN PROGRESS
📖 Targeted Nakamoto
Hosted API for theoretical bitcoin research, specifically for hashrate controlling through block reward instruments.
🟢 COMPLETE
🍎 Fruit Bot
Simulated 7 DOF robot arm that sorts fruit using CV. Identifies and sorts apples, bananas, and oranges. Made for Robotic Manipulation MIT class.
🟢 COMPLETE
Library
Books I've read and loved.
Athletics
Personal Bests
| Event | Result | Year |
|---|---|---|
| 100m | 11:07 | 2025 |
| 200m | 21:90 | 2025 |
| 300m | 34.97 | 2025 |
| 400m | 49.13 | 2025 |
Cookbook
Turns out I like to cook. Here are some of my favorite recipes.
Spaghetti Carbonara
Prep time: 10 min | Cook time: 15 min | Serves: 4
Ingredients
- 400g spaghetti
- 200g guanciale or pancetta, cubed
- 4 large eggs
- 100g Pecorino Romano cheese, grated
- Black pepper
Instructions
- Boil salted water for pasta.
- Fry guanciale in a pan until crisp (medium heat).
- In a bowl, whisk eggs and cheese with plenty of black pepper.
- Cook pasta al dente. Reserve 1 cup of pasta water.
- Toss hot pasta with guanciale fat, remove from heat. Quickly mix in egg mixture to create a creamy sauce. Add pasta water if needed. Serve immediately.
Chicken Tikka Masala
Prep time: 20 min | Cook time: 40 min | Serves: 4
Ingredients
- 500g chicken breast, cubed
- 1 cup yogurt
- 2 tbsp tikka masala spice mix
- 1 onion, diced
- 1 can tomato puree
- 1/2 cup heavy cream
- Fresh cilantro
Instructions
- Marinate chicken in yogurt and half the spices for at least 1 hour.
- Grill or sear chicken pieces until charred. Set aside.
- Sauté onion, add remaining spices and tomato puree. Simmer for 10 mins.
- Add cream and chicken to the sauce. Simmer for another 10 mins until chicken is cooked through.
- Garnish with fresh cilantro and serve with rice or naan.
Classic Chocolate Chip Cookies
Prep time: 15 min | Cook time: 10 min | Serves: 24
Ingredients
- 2 1/4 cups all-purpose flour
- 1 tsp baking soda
- 1 cup butter, softened
- 3/4 cup sugar, 3/4 cup packed brown sugar
- 1 tsp vanilla extract, 2 large eggs
- 2 cups chocolate chips
Instructions
- Preheat oven to 375°F (190°C).
- Mix flour, baking soda, and salt in a small bowl.
- Beat butter, sugars, and vanilla until creamy. Add eggs, one at a time.
- Gradually beat in flour mixture. Stir in chocolate chips.
- Drop rounded tablespoons onto ungreased baking sheet. Bake 9 to 11 minutes until golden brown.
Contact
email? [email protected]
