HISTORICAL SYSTEMS IMPLEMENTATIONS

Engineering Projects & Custom Systems

A technical record of specialized engineering systems, quantitative screening infrastructure, industrial laboratory platforms, and database reconciliation solutions delivered by Fraoula engineering teams.

Evidence Classification Bespoke Engineering Engagements • Client Engineering Projects

While Fraoula operates as an AI data product company building standardized commercial software, these historical client engineering projects illustrate our core engineering capabilities in high-throughput data pipelines, complex schema reconciliation, and mission-critical verification.

CLIENT ENGINEERING PROJECTCAPITAL MARKETS • REAL-TIME SCANNING ENGINE

Real-Time Stock Market Screener & Technical Strategy Engine

Business Problem: The client required a low-latency equity screening system capable of scanning hundreds of active equities in real time for moving average breakouts (EMA 20/50/100/200), RSI momentum thresholds, and volume surges without manual charting delays.

Architecture & Implementation: We built an automated Python and Streamlit scanner connected to streaming market feeds. The engine computes multi-timeframe indicators continuously in-memory, filtering actionable breakout setups and alerting operators with zero lag.

DELIVERED OUTCOME: • 100% automated real-time screening across the target equity universe
• Sub-second technical indicator calculation and automated breakout alerts
• Replaced manual multi-chart monitoring with a clean, low-latency operational dashboard

CLIENT ENGINEERING PROJECTINDUSTRIAL TESTING • NABL COMPLIANCE WORKFLOWS

Petrochemical Laboratory Information Management System (LIMS)

Business Problem: An industrial petrochemical testing laboratory processing dozens of daily fuel and lubricant samples relied on physical paper registers. This manual process created transcription bottlenecks and delayed report delivery under stringent NABL accreditation standards.

Architecture & Implementation: We architected and deployed a centralized LIMS application automating the full lifecycle: sample accessioning, parameter formula calculations, equipment calibration tracking, and one-click cryptographic PDF certificate generation.

DELIVERED OUTCOME: • 100% paperless sample tracking and automated calculation engine
• Certificate generation turnaround reduced from several days to under 15 minutes
• Eliminated transcription errors with complete audit trail traceability

CLIENT ENGINEERING PROJECTRETAIL ERP • DATABASE INTEGRITY & RECONCILIATION

Multi-Store Retail Inventory & Ledger Database Reconciliation

Business Problem: A multi-branch retail organization experienced fragmented legacy Oracle database dumps (.DMP) and mismatched store-level purchase and sales logs, causing inaccurate inventory balances and auditing gridlock.

Architecture & Implementation: We built automated data parsing and reconciliation scripts that ingested raw Oracle DMP files, normalized divergent schemas, cross-matched store-level inventory against head-office registers, and programmatically isolated duplicate entries.

DELIVERED OUTCOME: • Successfully extracted, parsed, and reconciled legacy Oracle database dumps
• Resolved cross-branch inventory discrepancies across all regional retail stores
• Restored clean, verifiable accounting ledgers for business reporting and external financial audits

Looking for Our Standard Commercial Products?

Discover Fraoula's four core software products for data quality, performance intelligence, enterprise knowledge, and talent intelligence.

Explore Commercial Products →