Consulting & Development

Engineering services that ship and scale

Web · Cloud · Machine Learning

Beyond trading automation, we build and scale software for others. From fast, modern websites to high-traffic optimization and custom machine-learning models — backed by 8+ years engineering platforms that serve millions of users.

What we offer

Practical engineering, delivered end-to-end.

Web

Website Building

Custom, modern websites and landing pages — designed, built, and deployed live (like this one).

  • Responsive marketing sites & landing pages
  • Fast load times, SEO-ready, accessible
  • Static or CMS/WordPress — your choice
  • From concept to live deployment on AWS
Scale

Optimization & Scaling Consultation

Make your existing site faster and ready for high-traffic spikes — the same work that kept newsrooms online during breaking-news surges.

  • Core Web Vitals & page-speed optimization
  • Caching, CDN, and database query tuning
  • Architecture to handle high-concurrency traffic
  • 8+ years scaling platforms to millions of users
AI / ML

Custom Machine-Learning Models

We build ML models for your specific use case — from data pipeline to trained, validated model.

  • Prediction, classification & signal generation
  • Feature engineering & rigorous backtesting
  • Random Forest, XGBoost, and modern frameworks
  • Delivered with clear, honest evaluation
Cloud

Cloud & AWS Deployment

Get your app onto reliable, cost-efficient AWS infrastructure with automated deploys.

  • S3, CloudFront, Lambda, RDS setup
  • CI/CD pipelines & automated deployments
  • Secure, cost-aware architecture
  • HTTPS, custom domains, and DNS handled
Automation

Automation & Data Pipelines

Turn repetitive, manual work into reliable automated pipelines and clear reporting.

  • Python automation for tedious workflows
  • ETL, data cleaning & validation
  • Duplicate detection & structured reporting
  • Dashboards to visualize and compare data