Trading & Fintech Systems / Case study
Trading Research & Backtesting Platform
A research-tool concept for organizing market data, strategy inputs, and test runs.
Concept build · illustrative, not client work
RESEARCH LAB CONCEPT VIEW
OVIAN / SYSTEMSStrategy runs
OSTATUS Preview only
EVENTSDEMOSample view
QUEUE—Sample data
Illustrative activityConcept
SYSTEM EVENT Example workflowSAMPLE
AUTOMATION Example taskSAMPLE
01 / Project overview
Designed around a specific workflow.
An illustrative environment for structuring research inputs and comparing backtest runs with transparent assumptions.
02
Challenge
Research results are difficult to interpret when data sources, assumptions, and run configurations are not recorded together.
03
Requirements
- Traceable dataset and configuration references
- Repeatable runs
- Clear comparison of outputs
04
Solution
A research workspace groups each run with its inputs and provides a compact comparison view for analysis.
05
Architecture & workflow
- Market data ingestion
- Normalized research dataset
- Strategy runner
- Run metadata and result views
06
Main features
- Run configuration records
- Dataset references
- Comparison dashboard
- Exportable summaries
07
Development challenges
- Avoiding misleading comparisons
- Managing data quality and timestamps
- Making assumptions visible
08
Result / outcome
This concept makes no claim about strategy performance, profitability, or investment results.
09
Technology stack
PythonPostgreSQLMarket data APIs
10
Gallery & workflow
WORKFLOW MAP
01Market data ingestion
02Normalized research dataset
03Strategy runner
04Run metadata and result views
A similar problem?
Let’s define the right system.
Discuss your requirements directly with the founder and lead developer.