> booting shlok.exe
> loading blockchain modules... OK
> loading ai agents... OK
> loading full-stack runtime... OK
> syncing quest log... OK
> status: ready to ship
CLASS : Full-Stack Web3 + AI Engineer
GUILD : DeFi · RAG Systems · Product Clones
WEAPON : Solidity · Anchor · Next.js · LangChain
LORE : Ships fast, writes clearly, optimizes where it matters
STATUS : [ON QUEST] — RAG pipelines & TWAMM DeFi primitives
| Stat | Loadout |
|---|---|
| Class | Web3 / AI Engineer |
| Main Weapon | Solidity + TypeScript |
| Side Quest | RAG Agents |
| Current Level | Shipping DeFi + AI systems |
| Passive Skill | Gas optimization |
| Ultimate | Turning complex protocols into usable products |
Solidity ████████░░ 80%
TypeScript █████████░ 90%
RAG Systems ███████░░░ 70%
Solana Anchor ██████░░░░ 60%
EVM Internals ███████░░░ 75%
Next.js █████████░ 90%| Priority | Quest | Status |
|---|---|---|
| 🔴 | TWAMM DeFi primitive — gas-optimized EVM implementation | [IN PROGRESS] |
| 🔴 | Multi-agent RAG system — vector search + eval loops | [IN PROGRESS] |
| 🟡 | EVM internals deep-dive — statistical foundations + gas | [STUDYING] |
| 🟢 | Web3 product clones — wallet flows + smart contract UX | [ONGOING] |
- Complete more Solana Anchor programs
- Publish Solidity gas optimization notes
- Build an AI agent memory system
- Ship more Web3 product clones
- Improve RAG evaluation and retrieval quality
| Build | Stack |
|---|---|
| DeFi Build | Solidity · Hardhat · Ethers.js · Foundry-style testing |
| AI Build | Python · LangChain · RAG · evaluation loops |
| Frontend Build | Next.js · React · Tailwind CSS · TypeScript |
| Backend Build | Node.js · Express · MongoDB · APIs |
| Protocol Build | EVM internals · gas profiling · smart contract UX |
| Slot | Equipped |
|---|---|
| Smart Contracts | Solidity · Hardhat · Ethers.js · Anchor |
| Frontend Kit | Next.js · React · Tailwind CSS · TypeScript |
| AI Kit | Python · PyTorch · LangChain · RAG pipelines |
| Backend Kit | Node.js · Express · MongoDB · APIs |
| Deployment Gear | Vercel · Docker · GitHub Actions |
| Grinding Grounds | Kaggle · LeetCode · DoraHacks · Devpost |
| Boss | Weakness | Status |
|---|---|---|
| EVM Internals | Gas profiling + opcode-level reasoning | [FIGHTING] |
| Solana Anchor | Program constraints + account model | [FIGHTING] |
| RAG Evaluation | Retrieval quality + hallucination checks | [FIGHTING] |
| Production UX | Fast flows + low-friction onboarding | [ALWAYS ACTIVE] |
EVM Internals ███████░░░ 70%
Solana Anchor ██████░░░░ 60%
RAG Evaluation ███████░░░ 70%
Production UX ████████░░ 80%
Gas Optimization ████████░░ 80%
| Mode | Focus |
|---|---|
| Builder Mode | Shipping full-stack products |
| Research Mode | ML foundations, statistics, and EVM internals |
| Protocol Mode | DeFi primitives and smart contracts |
| Writer Mode | Technical blogs and explainers |
| Arena Mode | Hackathons, experiments, and rapid prototypes |
mindmap
root((SHLOK))
⚔️ Web3
Solidity
Hardhat
Ethers.js
Solana Anchor
💰 DeFi
TWAMM
AMMs
Gas Optimization
🤖 AI
RAG Pipelines
AI Agents
ML Foundations
🏗️ Full Stack
Next.js
MERN
Product Clones
| Drop | Source |
|---|---|
| Gas Optimization Notes | Solidity and EVM grind |
| RAG Agent Patterns | AI system experiments |
| Protocol Design Ideas | DeFi primitive builds |
| Product UX Lessons | Full-stack shipping |
| Debugging Instincts | Long sessions in the build dungeon |
| Signal | Drop Location |
|---|---|
| ⚔️ Code | Public repos — Web3, AI, MERN, product experiments |
| 📖 Writing | Medium · DEV · Hashnode — math, Solidity, AI systems |
| 🎯 Practice | Kaggle · LeetCode · DoraHacks · Devpost |
| 🧭 Direction | Systems bridging smart contracts, product engineering, and applied AI |
