JM Trading Systems

Trading Systems Developer.AI Automation Builder.Full Stack SaaS Developer.

I build trading tools, automation systems, and SaaS products for freelance clients and direct engagements.

Building trading tools, automation systems, and AI-powered applications that deliver real-world results.

TradingView • Pine Script • MQL4/MQL5 • React • Supabase • OpenAI

Live project preview

trade-vault2.vercel.app

Performance Overview

Win Rate

68%

Total P&L

+$4,280

Trades

142

Best R:R

3.2

Equity curve

Case Studies

Trading systems built for real execution workflows.

Flagship trading projects with problem context, implementation approach, and measurable outcomes.

Trading Systems

MyAlert

AI-Powered Trading Decision Platform

MyAlert is an end-to-end trading intelligence system that receives TradingView alerts, enriches them with market context, evaluates trade quality using AI-assisted decision logic, tracks outcomes through structured logging, and supports replay-driven validation before automation is enabled.

The platform was designed to bridge the gap between raw chart alerts and actionable trading decisions by combining technical analysis, rule-based validation, AI review workflows, and performance tracking.

Outcome: Built a scalable decision-support system that transforms raw trading alerts into structured, reviewable, and measurable trading workflows.

  • TradingView webhook integration
  • AI-assisted trade evaluation engine
  • WAIT → TAKE decision lifecycle
  • Structured trade logging & analytics
  • Replay validation framework
  • Telegram trade notifications
  • Performance tracking and review
  • Automation-ready architecture
TradingViewWebhooksAI Decision EngineReplay ValidationTrade Logging
PythonFastAPITradingViewOpenAITelegramCSV AnalyticsWebhook Infrastructure
View project details
tradingview.com/chart/eiSHnZvF
XAUUSD · 1H — MyAlert signals on TradingView

XAUUSD · 1H — MyAlert signals on TradingView

tradingview.com/chart
BTCUSD · 15M — Alert triggers at key price levels

BTCUSD · 15M — Alert triggers at key price levels

Trading Systems

LookBack Trading Algorithm

A futures-focused TradingView strategy built in Pine Script with contextual market structure, replay-tested entries, and execution rules refined through chart review.

Outcome: Delivered a readable strategy codebase with validation workflow suitable for discretionary and semi-systematic futures trading.

  • Pine Script strategy architecture
  • Contextual market structure logic
  • Replay-driven entry refinement
  • Futures execution considerations
Pine ScriptFuturesReplay ValidationMarket Structure
TradingViewPine ScriptFuturesReplay Validation
View project details
tradingview.com/chart

ES1! · 15m · LookBack Strategy

O 5,421.25 H 5,428.50 L 5,418.00 C 5,426.75

Selected Work

AI automation, trading SaaS, and workflow delivery.

AI & Automation

AI Workforce Assistant Platform

A role-based AI automation platform that helps teams automate repetitive tasks, generate business content, organize workflows, and improve productivity through specialized AI agents.

Outcome: Built a portfolio-grade AI automation platform demonstrating AI integration, prompt engineering, workflow automation, SaaS architecture, authentication, and business process automation.

AI AgentsWorkflow AutomationOpenAIAuthenticationBusiness AutomationPrompt EngineeringDashboard AnalyticsSaaS Architecture
ReactTypeScriptViteTailwind CSSSupabaseOpenAI APIVercel
ai-workforce-assistant-platform.vercel.app

AI Workforce

Admin view

Sales

12 tasks today

Operations

12 tasks today

Admin

12 tasks today

Recent activity

Operations agent drafted follow-up email

Sales agent summarized lead notes

AI & Automation

AI Client Submission & Document Intake Platform

An AI-powered client onboarding and document submission platform that streamlines document collection, organizes submissions, automates intake workflows, and improves client communication.

Outcome: Built a streamlined client submission workflow that reduces manual processing and improves onboarding efficiency.

Client PortalDocument UploadAI AutomationWorkflow AutomationBusiness Process AutomationGoogle Workspace Integration
ReactTypeScriptSupabaseOpenAIGoogle FormsGoogle SheetsMake.comVercel
client-intake.workflow

Document Intake Portal

Client submission

Tax documents uploaded

ID verification attached

AI review

Missing: W-2 form

Priority: High

Follow-up drafted

Trading Systems

TradeVault

Trading Journal & Analytics SaaS

TradeVault is a full stack trading journal and analytics SaaS built for traders to track, manage, and analyze trading performance through secure authentication, trade journaling, performance dashboards, and interactive visualizations.

Outcome: Built a production-ready trader-focused SaaS application that demonstrates full stack delivery while staying aligned with trading systems and validation-focused development.

Trading SaaSAuth & RLSAnalytics DashboardTrade CRUDPerformance TrackingResponsive UI
ReactTypeScriptViteSupabasePostgreSQLReact RouterRechartsTailwind CSSVercel
trade-vault2.vercel.app

Performance Overview

Win Rate

68%

Total P&L

+$4,280

Trades

142

Best R:R

3.2

Equity curve

AI & Automation

Resort Booking Assistant

An AI-powered booking assistant that handles guest inquiries, guides reservation workflows, and reduces manual response load for resort operators.

Outcome: Streamlined booking inquiries and reduced manual follow-up for hospitality workflows through a focused AI assistant.

AI AssistantsBusiness AutomationWorkflow AutomationOpenAI
OpenAIReactFastAPIWorkflow AutomationVercel
resort-booking.demo

Resort Booking Assistant

Do you have ocean-view rooms available next weekend?
Yes — 2 ocean-view suites are open. I can hold one and send booking details.
0
Trading since
0
Software development
0
Flagship projects
0+
Years industry experience

What I Build

Three areas of client work.

Trading Systems Development

  • TradingView Indicators
  • Pine Script Strategies
  • MT4/MT5 Expert Advisors
  • Signal Systems
  • Backtesting Tools

AI & Automation

  • OpenAI Integrations
  • Workflow Automation
  • AI Assistants
  • Business Automation

Full Stack Development

  • React
  • TypeScript
  • Supabase
  • FastAPI
  • Modern SaaS Applications

Client Feedback

Upwork reviews.

Delivered a clean TradingView strategy with clear logic and thorough documentation. Communication was consistent and the work held up in replay testing.

Futures Trader

Upwork

Built a reliable automation workflow that reduced manual follow-up work. Requirements were understood quickly and the implementation was structured.

Project Manager

Upwork

Strong full stack delivery on a SaaS MVP — authentication, database integration, and a polished dashboard. Would work together again.

SaaS Founder

Upwork

Testing & Validation Background

Built with an Engineer's Mindset

Behind every project is 9+ years of software quality engineering experience.

My background in QA helps me build trading systems, AI applications, and SaaS products with a strong focus on:

  • Validation & Verification
  • Edge Case Analysis
  • Risk Reduction
  • Performance Testing
  • API Testing
  • Production Readiness
  • Structured Debugging
  • Reliability & Stability

Tools & Experience

Katalon StudioPostmanBrowserStackJiraAPI TestingManual TestingTest AutomationRegression TestingMobile TestingWeb Testing

QA experience supports delivery reliability — it is not offered as a standalone freelance service.

QA & Validation Experience

QA & Validation

Banking QA Experience

Enterprise quality assurance across banking and financial software — validating web and mobile applications, APIs, and release workflows in regulated environments with structured regression, defect tracking, and stakeholder reporting.

Outcome: Supported reliable production releases through disciplined test planning, cross-platform validation, and clear defect communication in high-compliance delivery cycles.

Banking SoftwareRegression TestingAPI TestingMobile TestingRelease Validation
Katalon StudioPostmanBrowserStackJiraManual TestingTest Automation
View details

QA & Validation

Test Automation / Validation

Structured test automation and validation practice applied across web, API, and workflow systems — combining manual exploratory testing, automated regression, and reliability review to improve delivery confidence.

Outcome: Established repeatable validation workflows that reduce regression risk and improve production readiness across software delivery projects.

Test AutomationAPI TestingRegression TestingValidationQuality Engineering
Katalon StudioPostmanBrowserStackJiraManual TestingWeb TestingMobile Testing
View details

Work With Me

Open to selected development work.

Available for freelance projects and consulting engagements.

TradingView ProjectsMT4/MT5 DevelopmentAI Automation ProjectsCustom SaaS Applications
JM Trading Systems

Trading systems development, AI automation, and full stack SaaS delivery for freelance clients and direct engagements.

© 2026 JM Trading Systems. All rights reserved.

Trading SystemsAI AutomationFull Stack SaaS