Hey, I'm Lukáš Machala

Software Engineer building quantitative data pipelines, time‑series systems, and modern web applications.

Python · TypeScript · Next.js · PostgreSQL

Projects

Quantitative Trading Engine

Current

Event‑driven quantitative framework engineered for cryptocurrency market data ingestion, time‑series feature engineering, and robust strategy backtesting.

Data Pipeline

High‑throughput streaming and historical tick data processing with custom aggregation.

Feature Engineering

Statistical signal extraction, volatility estimation, and walk‑forward cross-validation.

Strategy Simulation

Backtesting engine modeling realistic slippage, fee structures, and execution risk constraints.

PythonData PipelinesTime‑SeriesMachine Learning

Client Web Platforms

Client Work

Pink Lady Yachting Services
Agency platform for yacht clearance, berthing logistics, and client interface.
Pohlazení po těle a duši
Presentation and booking interface for a private therapy studio.
Živé Sklo
Showcase and event booking platform for live glassblowing exhibitions.

TypeScriptNext.jsTailwind CSSPostgreSQL

Collaborative AR System

MSc Thesis

Video-based spatial tracking and annotation synchronization framework using OpenCV.
Feature point extraction pipeline utilizing Lucas‑Kanade optical flow.
Multi‑user coordinate calibration and offline spatial alignment.

Watch Demo Video

C++OpenCVComputer VisionOpenGL

Experience

Interactive Web Systems & Admin Tooling

4 years

Developed 2D web game mechanics, custom canvas interactions, and asset integration pipelines.
Engineered Next.js admin dashboards and interactive game galleries with role‑based access control (RBAC).

TypeScriptNext.jsReactPhaserRBAC

Fullstack Business Systems

Part‑time, 3 years

Contributed to ASP.NET MVC platforms, implementing Razor views, jQuery UI components, and service‑layer logic.
Handled relational database queries (SQL), basic schema maintenance, and internal API endpoints.

C# / .NETASP.NET MVCSQLREST APIs

VŠB – Technical University of Ostrava

Academic

Master's Degree (Ing.): Computer Graphics & Augmented Reality (2017 – 2020)
Bachelor's Degree (Bc.): Computer Graphics & Game Development (2013 – 2017)

When not writing software, I mix drum & bass sets as Lowcash.

Contact

lukas.lowcash@gmail.com

GitHubLinkedIn

💡 Tap >_ to open Dev Console💡 Press 'D' or tap >_ to open Interactive Dev Console