Mitchell Marfinetz
Open to Opportunities

Business Development & DeFi Research

Scaled DEX to $5.75B+ volume | Building agent systems & LLM integrations | 3.4× growth through data-driven partnerships

$5.75B+
Total Volume
Ethereum + Arbitrum
3.4×
Volume Growth
daily volume increase
+71%
TVL Increase
through grant program
$225K
ARB Grant
secured & executed

Research & Engineering Focus

Agent systems that learn via evolution

Agent systems that learn via evolution and adaptation

LLM integration for trading strategies

LLM integration for trading strategies and decision systems

MEV protection

MEV protection and arbitrage opportunity detection

Algorithmic trading with mean reversion, RSI, Bollinger bands

Algorithmic trading with mean reversion, RSI, Bollinger bands

Multi-agent coordination for DeFi protocol optimization

Multi-agent coordination for DeFi protocol optimization

Professional Experience

Business Development & Research

DEX Protocol (Ethereum + Arbitrum)Remote
Mar 2022 – Sep 2025
  • Drove growth for DEX processing $5.75+ billion in total volume across Ethereum and Arbitrum networks.
  • Led strategic partnerships resulting in 3.4× volume growth ($1.75M to $6M daily), executing key DeFi integrations.
  • Managed complex $225K Arbitrum DAO grant process end-to-end: authored proposal, navigated governance, delivered 71% TVL increase.
  • Built relationships with ecosystem partners including wallets, DEX aggregators, and protocols, reducing integration time by 50%.
  • Developed sales enablement materials, technical documentation, and onboarding processes for partner success.
  • Drove 48.4% transaction growth through data-driven liquidity optimization and incentive program design.
BD Impact

Business Development Case Studies

Proven track record of driving protocol growth through strategic partnerships, complex stakeholder management, and data-driven execution.

Scaling DEX to $5.75B+ Volume Across Ethereum & Arbitrum

Led business development for multi-chain DEX protocol, driving strategic partnerships and ecosystem growth resulting in billions in processed volume.

Total Volume

$5.75B+

Processed across networks

Daily Volume Growth

3.4×

$1.75M to $6M

Network Coverage

2 Chains

Ethereum + Arbitrum

Integration Partners

Multiple

Wallets, aggregators, protocols

scale
multi-chain
ecosystem-growth

Key Skills Demonstrated:

Multi-chain strategy
Protocol partnerships
Ecosystem development
Scale operations

$225K Arbitrum Grant: From Proposal to 71% TVL Growth

Led end-to-end grant process: authored data-driven proposal, navigated DAO governance, executed incentive program achieving 71% TVL increase and 48% transaction growth.

Grant Secured

$225K

Arbitrum Foundation LTIPP

TVL Growth

+71%

From $68K to $117K daily average

Transaction Growth

+48.4%

User activity increase

ROI

Positive

Grant value exceeded by protocol revenue

stakeholder-management
dao-governance
metrics-driven

Key Skills Demonstrated:

Complex sales cycles
DAO navigation
KPI design
Stakeholder alignment

Strategic Partnership Development & Integration Success

Built and executed partnership strategy across DeFi ecosystem, creating technical documentation and onboarding processes that reduced integration time by 50%.

Integration Time

-50%

Faster partner onboarding

Documentation

Comprehensive

Technical & business materials

Partner Types

Diverse

Wallets, aggregators, protocols

partnership-development
technical-sales
developer-relations

Key Skills Demonstrated:

Technical sales
Developer relations
Documentation
Partner enablement

Ready to Drive Protocol Adoption

These case studies demonstrate my ability to navigate complex sales cycles, manage stakeholder relationships, and deliver measurable growth.

Leadership Philosophy

Leading Through Collaboration & Results

My approach to BD leadership combines strategic thinking, team empowerment, and relentless focus on measurable outcomes.

Strategic Vision

Setting clear BD priorities focused on high-impact partnerships that align with protocol growth objectives.

Team Empowerment

Building and mentoring BD teams with focus on skill development, autonomy, and measurable outcomes.

Remote Excellence

3+ years leading distributed teams across time zones with async communication and clear documentation.

Data-Driven Leadership

Every decision backed by metrics – from partner selection to resource allocation and incentive design.

Innovation Mindset

Encouraging experimentation while maintaining focus on proven BD strategies and sustainable growth.

Stakeholder Alignment

Bridging technical teams, business stakeholders, and community members with clear communication.

My Leadership Approach

Data-driven decision making with on-chain metrics validation

Remote-first collaboration with 3+ years distributed team experience

Partner enablement focus: Success through ecosystem growth

Technical credibility: Can engage with developers and technical audiences

Transparent communication: Regular updates and measurable KPIs

Experience Managing Remote Teams:

3+ Years

Managing distributed contributors across time zones

Community-First

Built and nurtured active DeFi communities

Ready to Lead BD Teams

Combining strategic vision with hands-on execution to drive protocol adoption across consumer fintech, institutional markets, and DeFi ecosystems.

Research Projects

Advanced multi-path routing solver for CoW Protocol's batch auctions, leveraging proprietary arbitrage infrastructure for optimal trade settlement. Currently competing in shadow competition.

solver-optimizationbatch-auctionsrouting-algorithms
Sub-second
Response Time
Shadow
Competition
Multi-path
Liquidity Sources
Built-in
MEV Protection

Automated scenario testing, stress tests, red teaming, interpretability analyses to systematically assess agent behavior and safety constraints.

evaluationred-teaminginterpretability
Comprehensive
Safety Validations

Autonomous arbitrage with multi-step planning, risk checks, and Flashbots routing. Emphasis on reliable execution and safety.

tool-orchestrationplanningsafety
99.7%
Uptime
0
Capital Loss
Active
MEV Protection

Open Source Contributions

VinRouge — AI Trading Agent (ETH Denver Hackathon 2025)

Feb 2025
  • Built AI-enabled risk signal generator and autonomous trading bot at ETH Denver 2025 BuidlWeek
  • Developed in 2.5 days with team of 3, blending on-chain and off-chain intelligence
  • Integrated quant indicators (RSI, Z-score, Bollinger Bands) with whale tracking and exchange flows
  • Created Telegram bot interface for real-time risk insights and market analysis

ElizaOS — Arbitrage Plugin (PR #2784)

Feb 2025
  • Implemented cryptocurrency arbitrage plugin enabling real-time market monitoring across DEXs
  • MEV-protected transactions using TypeScript, ethers.js, and Flashbots integration
  • Merged into main ElizaOS framework for agent-based trading capabilities

ElizaOS — Plugin Enhancement (PR #2869)

Feb 2025
  • Enhanced agent framework with additional trading and DeFi capabilities
  • Improved plugin architecture for better extensibility and performance
  • Active contributor to leading open-source AI agent framework

Technical Skills & Expertise

DeFi & Growth

DeFi & Protocol GrowthDeFi IntegrationFlash LoansTVL Growth StrategyPartnership DevelopmentGrant Writing ($225K+)Liquidity IncentivesDEX AggregatorsDocumentation WritingDeveloper RelationsBatch Auction OptimizationSolver Development

Blockchain Infrastructure

Web3.jsEthers.jsHardhatFlashbots/MEVMulti‑chain DeploymentSolver DevelopmentRouting Algorithms

Analytics & Data

On‑chain AnalyticsDune AnalyticsPythonTypeScriptJavaScriptSQLData AnalysisStatistical Modeling

AI & Research

Agent SystemsLLM IntegrationPyTorchTensorFlowEmpirical ResearchA/B TestingModel Fine‑tuningRed Teaming

Frontend & Backend

ReactNode.jsAPI Integration

Let's Connect

Ready to discuss how I can contribute to Yieldschool's mission of onchain asset management excellence

mitchmarfinetz@gmail.com

TODO: Add Loom intro video URL