I’m a DeFi & WEB3 Technology Researcher exploring how decentralized systems work in practice. My focus is on understanding protocols, security models, data flows, and on-chain behavior, using tools, scripts, and AI where helpful — not as a full-time programmer, but as a researcher learning by doing.
I believe the best way to understand DeFi is to follow the flow:
📜 Protocol → 📊 Data → 🧠 Behavior → 🛡️ Risk → 🚀 Opportunity
Studying protocols, token mechanics, incentives, and real-world usage.
Researching scams, exploits, attack patterns, and defensive practices in DeFi.
Observing wallet behavior, transactions, and protocol activity to understand trends.
Using open-source AI tools to analyze information, summarize data, and explore patterns.
Sharing research notes, tools, and experiments openly to learn in public.
- Scripting & Automation: Python
- AI Tools: Open-source models
- Workflow: Git, GitHub, VS Code
- Automation: Bots, APIs, data collectors
Domains I Explore:
- DeFi protocols
- WEB3 security
- On-chain data
- AI + WEB3 research
- Learning DeFi by observing real protocol behavior
- Understanding how exploits and failures actually happen
- Exploring AI-assisted research workflows
- Building small research utilities, not full products
- Following the WEB3 & DeFi tech flow rather than hype cycles
- Observe first.
- Read the code.
- Follow the transactions.
- Learn from failures.
- Share what’s understood.
I don’t claim to be a developer or trader — I focus on research, systems, and understanding.
- 💬 Twitter/X: @DeFiNizam
- 🛠️ GitHub: DeFiNizam
- 🎮 Discord: DeFiNizam
🚀 Join me in exploring DeFi and WEB3 technologies through open research, shared knowledge, and practical experimentation. Let’s learn, collaborate, and follow the flow.