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TradePulse AI

TradePulse AI — retail trading signals

How we built and scaled a powerful AI trading product from prototype to 40K+ active mobile users.

Product:TradePulse AI
Studio:GlobalJobify Product Studio

Objective

Deliver actionable market signals and portfolio alerts to retail traders through iOS and Android apps, with ML models retrained on a weekly cadence and push notifications users actually act on.

Scope of work

  • Time-series feature pipeline and backtesting framework
  • Model serving API with confidence scores and rate limits
  • React Native apps with paper trading and broker sync
  • In-app daily briefings and alert preferences
  • App Store release pipeline and crash monitoring

Key deliverables

  • TradePulse iOS & Android apps
  • Signal API & admin retrain dashboard
  • Push alert system with user segmentation
  • Paper trading sandbox
  • Growth analytics & cohort reporting

Team

  • AI/ML engineering
  • Mobile (React Native)
  • Full-stack platform
  • Product & growth
  • QA & release ops

Stack

  • Python · PyTorch · FastAPI
  • Next.js admin & marketing site
  • React Native · Firebase push
  • PostgreSQL · Redis
  • AWS · GitHub Actions CI

Risks & mitigations

RiskMitigation
Model drift in live marketsWeekly retrain gates, shadow deployments, and automatic rollback on accuracy drops
Alert fatigueConfidence thresholds, user segmentation, and digest modes
Mobile store rejectionStaged releases, compliance review checklist, and TestFlight beta cohorts

Related questions

Project details

Product:TradePulse AI
Category:AI · FinTech
Users:40K+ active traders
Platforms:iOS · Android · Web
Ship cadence:Weekly releases

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