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Forex Market Analysis · Technical Analysis · Market Structure · Liquidity Mapping · Support & Resistance · Top-Down Analysis · Trade Planning.
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Prepared a comprehensive monthly P&L analysis for an African client, comparing October and November financial performance across direct costs, finance, administrative, operational, and selling & distribution overheads. Reviewed expense movements, identified unrecorded costs and unusual variances, and documented follow-up queries to support accurate financial reporting.
Trading & Excel Data Entry
I provide financial market analysis, chart-based research, and accurate Excel data entry. Skilled in organizing data, maintaining spreadsheets, analyzing market information, and handling repetitive tasks with speed and accuracy.
KiriTrades — Trading Analytics SaaS
Overview
I designed and built KiriTrades end-to-end as a full-stack trading journal and analytics platform that helps traders track trades, analyze performance, review risk, and identify patterns across multiple accounts and strategies.
Core Features
The platform includes multi-account management, trade imports, broker synchronization, detailed trade journaling, screenshots, strategy organization, rule-based reviews, CSV import/export, and advanced performance analytics.
Analytics
Traders can analyze P&L, win rate, profit factor, expectancy, R-multiples, equity curves, drawdown, consistency, risk-per-trade, session performance, and strategy-level results.
Architecture
Frontend built with React and Vite, backed by Node.js and Express, with PostgreSQL for application data and JWT authentication. Redis and BullMQ handle asynchronous processing.
Background Processing
Background workers handle broker synchronization, CSV imports, analytics rebuilding, and screenshot processing, keeping longer-running operations outside the main request flow.
Engineering Decisions
I implemented server-side filtering and pagination for growing trade histories, account-scoped data access, authenticated APIs, and targeted analytics updates after trade synchronization.
My Role
Product design, frontend development, backend development, database architecture, integrations, background processing, and deployment — built end-to-end as an independent full-stack project.
