-
🔭 I am currently working on
- In DeFi
- In the DeFi space I prefer to work with anon identities but I am open to disclose some of them in the right discussion, here are some projects I am working on atm
- Solidity
- Based in Perpetuals
- Building an Algorithmic Stablecoin (anon)
- Building a new DEX (anon)
- Building Synths (anon)
- Based in Perpetuals
- Solidity
- Researching on Integrating protocols like Perpetual Protocol, Squeeth and more
- Arbitrage Bots
- Researching on Oracle: mostly Chainlink and the Umbrella Network
- In the DeFi space I prefer to work with anon identities but I am open to disclose some of them in the right discussion, here are some projects I am working on atm
- In DeFi
-
🔎 I am spending a relevant amount of time researching and publishing in areas like DeFi and the intersection between ML and Quant Trading, here are some examples
- Curated publications (updated almost weekly)
- Some Twitter Threads of mine
- 🧵 Amazing announcement by @Scroll_ZKP : achieved EVM compatibility at bytecode-level. what does it mean
- 🧵 EIP 4844 TLDR, introducing a new type of TX: a TX carrying a blob of data? Why this? Why a "blob"? What is it for?
- 🧵 How does the
depositReceipt
mechanism in Ribbon Finance work - 🧵 How does the UniV3 Unique Pool ID System work
- 🧵 CFMM - Nerdy math thread
- 🧵 DEX
- 🧵 Options Pricing
- 🧵Random #DeFi pill of the day
- 🧵 Information Geometry - Nerdy math thread
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💪 Something I have worked on
- ML
- Some recent peer reiview papers of mine
- Reinforcement Learning
- Some recent peer reiview papers of mine
- Spent 1.5Y at the Uber Elevate research facility in Paris researching topics at the intersection of safety and machine learning
- Spent 4Y at Ambarella researching and implementing computer vision algorithm on Ambarella's chips
- Spent 4Y at VisLab developing technology for autonomous cars since 2012 and helping developing the company from the beginning
- In the previous 8Y I have worked on Software Engineering stuff
- Programming Languages I have worked with: C++, Python, Solidity, JS/TS, Scala, ...
- Frameworks I have used
- ML: Pytorch, Tensorflow
- DeFi: Foundry, Hardhat
- ML
-
📚 Studied
- Formal Education
- PhD in Computer Vision and Robotics
- MSc Computer Engineering
- Second degree in Physics (Statistical Physics)
- Self educated in
- Math
- Geometry
- Functional Analysis
- Math
- Research Interests
- ML
- Theoretical ML
- Theory of Deep Learning
- The intersection between Information Geometry and Machine Learning
- Theoretical ML
- ML
- Formal Education
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🌱 I’m currently learning ...
-
DeFi
- about the expanding DeFi ecosystem, currently focusing mostly on Ethereum and Solana
-
Languages
- Learning Starkware - Cairo
-
Quant
-
Some ML stuff
- Paper Summaries
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📫 How to reach me:
🎯
Focusing
-
VC-funded DeFi Company
- Remote, US
- https://nicolabernini.github.io/
- @NicolaBernini
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