Jesswell Machado · v3.0

JESSWELL MACHADO

scroll to explore
01

identity

What I Do

⚙️
Builder
Shipping products on Web3 infrastructure. From blockchain games to AI-powered tools — if I can imagine it, I build it.
📡
Angel Investor
Backing early-stage builders in the Web3 space. Betting on people and protocols that are rewriting the rules.
📉
Trader
Derivatives analyst, crypto forensics investigator, and HFT automation engineer. The market is just another system to decode.
🎙️
Creator
Building in public across X, Telegram, and beyond. Documenting the grind and sharing signal amid the noise.
🧪
Experimenter
The Labs section never sleeps. Prediction markets, AI tools, multiplayer games — experiments that might become products.

background

About
Jess

I'm Jesswell Machado — a Web3 builder operating at the intersection of blockchain technology, financial markets, and AI automation.

By day I'm reverse-engineering market structure as a derivatives analyst and crypto forensics investigator. By night I'm shipping products on Monad, experimenting in the labs, and writing automation systems for HFT pipelines.

I believe the best way to understand a technology is to build something real with it. Every project in my portfolio started as an experiment — a question I wanted to answer by shipping code.

Currently: locked in.

jess@jessmac.me — zsh
~ whoami Machado Jesswell Rajesh ~ cat roles.txt - Web3 Builder (Monad ecosystem) - Angel Investor - Derivatives Analyst - Crypto Forensics Investigator - HFT / AI Trading Automation ~ cat stack.txt Monad · Solidity · TypeScript Python · AI/ML · DeFi · MetaMask Multisynq · Web3.js · HFT Systems ~ gh repo list --limit 3 snakes-and-ladders 🏆 Monad Mission 6 RoomAI · NFT · Airdrop ~ echo $STATUS 🔒 LOCKED IN — building v3.0 ~

// subdomain ecosystem

Explore

01
🎮

Games

game.jessmac.me

Blockchain-native multiplayer games on Monad. Real tokens, on-chain mechanics. Monad Mission 6 competition winner.

● Live
02
🔮

Prediction Market

predict.jessmac.me

Bet on real-world outcomes. Earn from accuracy. Decentralized and permissionless.

◐ Coming Soon
03
🤖

AI Tools

ai.jessmac.me

A growing suite of AI-powered utilities for Web3 builders, traders, and researchers.

◈ Lab
04
📈

Trading Desk

trade.jessmac.me

Live signals, HFT systems, market analysis, and derivatives alpha. Public dashboard.

◐ Building
05
🔍

Crypto Forensics

forensics.jessmac.me

On-chain investigation. Wallet traces, rug pull autopsies, exploit breakdowns. The blockchain doesn't forget — and neither do I.

◎ New
06
💰

Angel Portfolio

invest.jessmac.me

My investment thesis, backed projects, and deal flow. Betting on builders early.

● Active
07
🎙️

Voice & Audio

voice.jessmac.me

Market takes, alpha drops, and raw builder commentary. No script. No edits. Just signal.

◐ Launching
08
📚

Learn

learn.jessmac.me

Free guides on derivatives, on-chain analysis, HFT basics, and Web3 forensics.

◎ Building
09

Now

now.jessmac.me

What I'm currently building, reading, trading, thinking about. Updated monthly.

● Live
10
🐙

Open Source

github.com/jessmac19

15 public repos. Monad Mission 6 competition entry. Building in the open — blockchain games, AI rooms, NFTs, airdrop scripts.

🦈 Pull Shark ⚡ Quickdraw ✦ 15 Repos
★ TOP REPO
snakes-and-ladders
🏆 Monad Mission 6
ALSO
RoomAI · NFT · Airdrop
TypeScript · Python · JS

work

Projects

15GitHub Repos
3+Live Projects
Experiments
24/7Building
🔒Locked In

connect

Let's
Talk

Builder, investor, or just want to say hi — reach out. Most responsive on Telegram and X.

GET
IN
TOUCH
// game.jessmac.me

GAME
ZONE

Real stakes. On-chain mechanics. Blockchain gaming on Monad — where every move costs gas and every win pays out.

M6Monad Mission
🏆Competition Entry
MONToken Used
15GitHub Repos

// featured — competition entry

🎲
Snakes & Ladders on Monad
github.com/Jessmac19/snakes-and-ladders-game · HTML · 8 commits

Official Monad Mission 6 + Multisynq Competition entry. Fully on-chain multiplayer board game — real-time sync, MetaMask auth, MON token transactions per move.

● Live🏆 Mission 6Multisynq Entry
Play Live ↗View Source ↗

// more from github

🏠
RoomAI / RoomAIG

AI-powered room visualization. Two TypeScript variants — standard and generative model version.

GitHub ↗
🖼️
NFT Project

JavaScript on-chain NFT tooling — asset management and minting utilities.

GitHub ↗
🪂
Airdrop Script

Python automation for airdrop farming — scripted wallet management and task flow.

GitHub ↗
github.com/jessmac19
~ gh repo list jessmac19 --limit 6 snakes-and-ladders-game HTML ★1 🏆 Monad Mission 6 RoomAI / RoomAIG TypeScript NFT JavaScript Airdrop Python ~ gh achievement list 🦈 Pull Shark · ⚡ Quickdraw · 15 total repos
// predict.jessmac.me

PREDICT
MARKET

Decentralized prediction market protocol. Bet on crypto prices, world events, and on-chain outcomes. Your edge, your profit.

// how it works

Create a Market

Propose any binary or multi-outcome question. Set resolution date and oracle source.

💸
Stake Your Prediction

Buy YES or NO shares. Price reflects market probability in real time.

🏦
Earn on Accuracy

Winners take the pool. Smart contract resolves automatically via oracle.

// sample markets

MarketYes %Closes
BTC above $120k by Q3 2025?62%Sep 30
Monad mainnet before EOY?88%Dec 31
ETH flips BNB in DEX volume?71%Jul 1
Prediction Market Deep Dive
Jess explains the protocol — 4:12
// ai.jessmac.me

AI
TOOLS

A growing suite of AI-powered utilities for Web3 builders, traders, and researchers. Powered by Gemini & Claude.

// tools

💡
Web3 Idea Generator

Generates random Web3 startup ideas powered by Gemini AI. Great for breaking builder's block.

● Live
🧪
Project Validator

Input your Web3 idea — AI analyzes market size, competition, tokenomics viability, and red flags.

◐ Building
📊
Alpha Summarizer

Paste any crypto thread or research — AI extracts the actual signal, strips the noise.

◐ Planned
🔐
Smart Contract Auditor

Paste any Solidity contract — AI flags vulnerabilities and explains risks in plain language.

◐ Planned
// trade.jessmac.me

TRADING
DESK

Live signals, HFT automation systems, market structure analysis, and derivatives alpha. The market is a system — decode it.

HFTStrategy
AIBot Powered
24/7Running
PerpsFocus

// what's here

🤖
HFT Bot Dashboard

Live read-only view of automated trading system. PnL, win rate, drawdown, trade log.

📡
Market Signals

Funding rates, OI anomalies, liquidation clusters. My edge, made visible.

📝
Trade Journal

Weekly breakdowns of notable trades. Entry logic, exit reasoning, what I learned.

hft-bot v2.1 — running
~/trade/bot python main.py --status⚡ Bot status: ACTIVEStrategy: Mean reversion + momentum hybridMarkets: BTC-PERP · ETH-PERP · SOL-PERPUptime: 99.2%
// forensics.jessmac.me

CRYPTO
FORENSICS

The blockchain is a permanent record. Wallet traces, exploit autopsies, rug pull post-mortems — I decode what others miss.

// case files

Case #001 · 2025
The $4.2M Rug — Anatomy of a Setup

Traced developer wallets 6 months before exit. Identified pre-seeded liquidity drains, fake team addresses, and the bridge route used to obfuscate funds.

Coming Soon
Case #002 · 2025
Flash Loan Exploit: Post-Mortem

Step-by-step breakdown of a multi-protocol flash loan attack. What was drained and what the devs missed in their audit.

◐ Writing
Case #003 · Coming
Whale Wallet Tracking — Following Smart Money

Pattern recognition on-chain before price moves. How to identify and trail whale wallets with intent.

◐ Planned

// tools i use

🔎
Etherscan / Monad Explorer

Raw transaction data. The ground truth.

🕸️
Arkham + Nansen

Entity labeling and wallet intelligence.

🐍
Custom Python Scripts

Built my own trace tooling for edge cases the big platforms miss.

// invest.jessmac.me

ANGEL
PORTFOLIO

I back early-stage Web3 builders. Not just capital — I bring product, forensics, and trading expertise to the table.

// investment thesis

thesis.md
I invest at the intersection of:→ Blockchain infrastructure (L1/L2, tooling)→ DeFi primitives with real utility→ AI × Web3 crossover products→ Founder-led, shipping-first teamsI don't invest in:✗ Meme coins / influencer tokens✗ Teams that haven't shipped anything✗ Anonymous founders with no track record→ Check size: Pre-seed & Seed→ Preferred: Web3 native, Monad ecosystem

// what I bring beyond capital

🔍
Due Diligence

I run on-chain forensics on every deal. Wallet history reveals what a pitch deck hides.

📈
Market Structure

Derivatives expertise for token launch strategy, liquidity design, and market depth.

🌐
Builder Network

Connected to Monad ecosystem builders, DeFi protocols, and Web3 infra teams.

// voice.jessmac.me

ALPHA
DROPS

Raw market takes. No script. No edits. Just signal — straight from the desk where I'm actually trading and building.

// latest drops

BTC Funding Rate Divergence — What It Means
Drop #01 · 3:47 · May 2025
Why I'm Building on Monad (Not Solana)
Drop #02 · 5:12 · May 2025
Rug Pull Patterns I Watch For
Drop #03 · Coming Soon
// learn.jessmac.me

LEARN
WITH JESS

Free guides on crypto derivatives, on-chain analysis, HFT basics, and Web3 forensics. Knowledge I wish existed when I started.

// guides in progress

📉
Crypto Derivatives 101

Perps, funding rates, open interest, basis. Everything to trade derivatives intelligently.

◐ Writing
🔗
On-Chain Analysis

Read a blockchain explorer, track wallets, spot whales, understand transaction flows.

◐ Planned
Building on Monad

Deploy your first smart contract on Monad. Lessons from building my competition game.

◐ Planned
🐍
HFT Automation with Python

How I built my first trading bot. Architecture, pitfalls, what actually works in production.

◐ Planned
// now.jessmac.me

WHAT I'M
DOING NOW

A single honest page. Updated monthly. No curation — just what's actually happening.

now.log — Last updated May 2025
~ cat now.log // BUILDING→ jessmac.me v3.0 ecosystem (this site)→ Prediction market protocol on Monad→ HFT bot v2.1 — live testing // READING→ "Flash Boys" by Michael Lewis (re-read)→ Monad docs — deep diving parallelism→ DeFi forensics research papers // TRADING→ Focused on BTC/ETH perps→ Testing mean-reversion on 15m timeframe // THINKING ABOUT→ The future of on-chain gaming economies→ How AI changes forensics investigation → Status: LOCKED IN 🔒
🐙
// github.com/jessmac19
Machado Jesswell Rajesh · 🎯 Focusing

OPEN
SOURCE

15
REPOS
16
STARS
🦈⚡
ACHIEVEMENTS