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AntonLED/README.md

Anton Ledrov 🤓

Blockchain researcher and developer. Computational physics background, now working on DeFi (AMM mechanism design, analytics, math and physics of DeFi primitives).

MIPT -- MSc, Blockchain Department (2025–2027) // BSc, Computational Physics (2021–2025)

Research

Trade-Size-Aware Dynamic Fees for Impermanent Loss Mitigation in AMMs

Presented at BCRA 2026 (proceedings forthcoming) -- Anton Ledrov, Ignat Melnikov, Irina Lebedeva, Dmitrii Umnov, George Ovchinnikov, Yury Yanovich

A fee mechanism that conditions on trade size to reduce impermanent loss for liquidity providers. Code and simulations

Collective dynamics in active matter

BSc thesis, MIPT (2025)

Non-equilibrium statistical physics of many interacting self-propelled agents: how local interaction rules produce collective behaviour and abrupt transitions. Code and simulations

Current focus

AMM mechanism design, and risk in lending and stablecoin protocols -- liquidation mechanics, oracle behaviour, and how parameter choices hold up under stress.

Coming from computational physics, I tend to treat these as dynamical systems with feedback: what matters is not only how far a price moves, but whether the protocol can relax faster than it is driven.

Background

  • Sber Blockchain Lab -- researcher. Blockchain architecture, payments infra, DeFi analytics (1.0y)
  • DEPHAN LLC -- embedded C++ developer, lidar software (1.5y)
  • MIPT Autonomous Energy Center -- automation and DevOps (2.5y)
  • Student Startup grant, 1M RUB -- decentralized energy supply network

Stack -- Solidity, Python, C/C++ // agent-based simulation, numerical modelling, on-chain data

Contact

Telegram // X // al3406099@gmail.com

Pinned Loading

  1. DEX-Dynamic-Fees-Research DEX-Dynamic-Fees-Research Public

    Trade-size-aware dynamic fee mechanism for impermanent loss mitigation in AMMs -- simulations and analysis for the paper.

    Jupyter Notebook 1

  2. StochasticAMM StochasticAMM Public

    Jupyter Notebook

  3. On-chain-Subscription-Manager On-chain-Subscription-Manager Public

    Smart contract system for recurring ERC-20 payments on Ethereum.

    TypeScript 1

  4. rwa-platform rwa-platform Public

    Real-World Assets Tokenization Platform

    TypeScript 2 1

  5. cpp_swarm_optimization cpp_swarm_optimization Public

    Particle swarm optimization implemented from scratch in modern C++.

    C++ 1

  6. bach_degree bach_degree Public archive

    Jupyter Notebook 1