Abdullah Semih Turhan Boulder, CO

Projects

Two featured systems in development, then earlier technical work, then a quiet archive of learning projects.

Featured systems

EventRegion, infrastructure, macroSectorCompany, market
Start from
EventRegion, infrastructureSectorCompany, market
Start from
Illustration of propagation. It does not show AST’s logic, data or structure.
In development

ASTAsset Signals & Transmission

An event-intelligence project exploring how real-world developments propagate through regions, infrastructure, sectors and companies.

  • EventSomething happens
  • Region and infrastructureWhere it lands first
  • SectorWhat depends on it
  • Company and marketWho it reaches later

Public focus: AST BIST, Turkey and Borsa Istanbul. Research, not investment advice.

Event IntelligenceRelationship AnalysisMarket ResearchData Systems
Read about AST
CollectOrganizeConnectAnalyzeMarketCompanyEconomicEvents and news
CollectOrganizeConnectAnalyzeMarketCompanyEconomicEvents and news
Illustration of data flow. It does not show the system’s implementation.
In development

Market SystemFinancial intelligence and data research

A financial-intelligence and data research platform built around collecting, organizing and studying market, company, economic and event information.

  • CollectInformation arrives continuously
  • OrganizeInto one consistent shape
  • ConnectRecords linked over time
  • AnalyzeResearch and modelling

Runs continuously as a research foundation, including for AST’s questions.

Data InfrastructureMarket ResearchAutomationModeling
Read about Market System

Selected technical work

Each project has its own small illustration of the kind of problem it solved. Illustrations show the method, not recorded results.

Independent work

Earlier technical work

Learning work

Standard datasets I used to learn methods. Kept for reference, not presented as original work.

  • MNIST, Fashion-MNISTImage classification with neural networksDeep learning
  • Titanic, IrisClassification basicsMachine learning
  • California HousingRegressionMachine learning
  • Weather analysis, object analysisEarlier exercisesData science