Feb 2020Hardware & Products Pololu 3Pi Autonomous Line Follower Autonomous optical line-following robot with custom AVR C++ PID reflectance sensor tracking and motor PWM control. Robotics & AVR C++
May 2020Vision & Data Computer Vision & Biometric Gateway Early JavaScript FaceAPI biometric detection and secured client gateway prototypes. Vision & Security
May 2021Fintech & Trading Statistical ML & Risk Regression Linear regression and logistic regression risk scoring on historical equity price histories and OHLCV datasets. Quantitative ML
Nov 2021Fintech & Trading Deep Q-Learning RL Market Agent Deep Q-learning policy agent trained inside custom simulated stock market environments for risk-adjusted trade execution. Reinforcement Learning
Jan 2022Fintech & Trading Stock Activity Telemetry & Discord Bot Automated real-time Discord webhook service broadcasting breakout volume, trend triggers, and market movement alerts. Fintech Telemetry
Feb 2022Hardware & Products Laser Challenge — M² Beam Quality Profiler Automated laser beam propagation M² analyzer using motorized knife-edge profilometry, error function fitting, and ISO 11146 compliance. Optics & Stepper Control
Apr 2022Fintech & Trading Final Thesis: ThomasTheAI (LSTM) High school graduation thesis (Názler_AkciováAnalýza) combining custom C++ neural layers and Python LSTMs for directional market forecasting. Graduation Thesis & LSTM
Dec 2022Fintech & Trading ThomasTheAI 2.0 & Desktop Trading App Desktop trading client integrating technical indicators (RSI, MA), multi-timeframe feature scalers, and interactive charts. Desktop Trading GUI
Feb 2023Fintech & Trading Ronik-App & RealTrade Execution Engine Automated live and paper trading order execution harness with Alpaca REST/WebSocket connectivity and bracket order management. Alpaca Market Execution
May 2023Fintech & Trading Plutus ML Inference Service & Models Dedicated microservice repository delivering real-time neural network inference and feature normalization for PlutusApp. ML Model Serving
Jul 2023Fintech & Trading HackAustria — Raiffeisen PSD2 Banking Raiffeisen PSD2 Open Banking aggregation platform with automated transaction carbon accounting and route optimization. PSD2 Open Banking
Nov 2023Fintech & Trading AAA Trading Live Execution Gateway Real-time execution gateway with deterministic order sizing and risk-bounded market integration. High-Throughput Trading
Mar 2024Hardware & Products RonikRecycle / Distributed Manufacturing OS Recycled plastic extrusion PID control, filament quality sensing, and distributed 3D print order coordination. Hardware & Production
Aug 2024Hardware & Products Enerfis IoT Telemetry & QA Automation Automated end-to-end testing harness and spatial telemetry verification for smart building energy sensors. IoT & QA Automation
Apr 2025Hardware & Products BoilerBattery Smart Solar Energy Diverter Dual ESP32 IoT gateway dynamically routing surplus rooftop solar energy into domestic thermal storage buffers. Smart Energy & IoT
2025–ongoingResearch Bachelor’s Thesis: Ammonium Perchlorate Production Bachelor’s thesis on ammonium perchlorate production, started in 2025 and currently being written. Thesis in Progress
Oct 2025Vision & Data CropCarbon Agricultural Telemetry Farm soil telemetry ingestion, carbon sequestration calculation algorithms, and sustainability incentive dashboards. AgTech & Climate
Mar 2026Vision & Data OptiRadar / SkyWatch Computer Vision Optical aircraft detection using motion differences between images, with multiple observations combined to estimate the aircraft’s location. Computer Vision
Apr 2026Vision & Data RealEstate Intelligence & Scraper Engine Multi-source real estate aggregation engine, geospatial deduplication, valuation modeling, and TrueNAS deployment. Data Engineering
Aug 2026Fintech & Trading Insider Edge (v1.0.0) Automated SEC Form 4 insider trading bot with multi-tier risk guardrails, SQLite state engine, and Starlette control room. Trading & DevOps
Sep 2026Hardware & Products Ronik Interior Interior product line launched in September 2026, with four products including a laundry hamper, a vanity mirror/makeup stool, and a bed frame. Interior Products
Current workResearch Optical Radar: Aircraft Localization Paper Research paper describing aircraft detection from motion differences between images and localization by combining multiple observations. Computer Vision Research