AI/LLM Systems · Quant R&D Automation · Senior iOS Engineering

AI systems and native products engineered for real-world execution.

I build operational AI/LLM systems for quantitative research, real-time signal interpretation and decision-support workflows — backed by 18 years of production iOS and product engineering experience from iOS 2.2 to modern Swift architectures.

Operational AI, not chatbot demosLLM systems that read noisy real-time inputs, extract structure, use tools and drive decision or execution workflows.
Product-grade engineeringNative apps and AI workflows that feel polished, ship reliably and hold up under real users, releases and business pressure.
Deep technical rangeFrom quant automation, Python and MQL5 to C++/OpenGL, AR, streaming, commerce and modular Swift architecture.
AI systems · Quant R&D · autonomous research workflows

Building an agentic Quant R&D system for trading strategy research.

Alongside native product work, I design and operate advanced AI-assisted environments for quantitative trading systems. They combine software engineering discipline, MT5/MQL5 automation, robustness testing and autonomous agent workflows to move from hypothesis to implementation, experiment, validation and research notes.

One system operates as a tool-using Quant R&D agent working directly with code, terminal workflows, backtest artifacts and research logs. Another reads Telegram trading-signal channels, interprets noisy real-time messages through LLM models and routes structured decisions into live trading-platform execution workflows.

My public quant research and strategy portfolio is available at deusquant.com.

Quantitative TradingAI AgentsLLM Signal AnalysisTelegram AutomationRAGMQL5 / MT5PythonReal-time ExecutionBacktestingWFO / OOSRobustness Testing
Research → implementationTranslate trading hypotheses, papers and strategy ideas into testable EA variants and reproducible experiments.
Automation → artifactsCompile, run, collect and organize MT5/MQL5 backtests, optimization outputs, CSV reports and research notes.
Real-time signal automationIngest Telegram trading-signal channels, normalize unstructured messages with LLMs and trigger structured execution flows on a trading platform.
Validation → disciplineTreat profit factor and in-sample performance as research filters — then apply OOS, tick validation, WFO and robustness checks.
Multi-agent engineeringUse planning, debugging, code review and delegated subagents to inspect code, design tests, analyze results and reduce implementation risk.

Selected iOS portfolio

Production-grade native work remains a core proof of engineering quality: complex consumer apps, physical-world workflows, streaming products and early low-level iPhone engineering.

Go3 iOS app screenshot Go3 streaming app movie screen
Go3 Baltics · Full-time Senior Lead iOS Developer · 2021–2024

Streaming product leadership for a modern VOD platform.

The latest chapter: senior iOS leadership across a premium entertainment product — playback experience, content discovery, account flows, analytics, app quality and architecture that can survive real users, real releases and evolving business requirements.

SwiftUIKitSwiftUICombineasync/awaitStreamingDRMAnalyticsCI/CDModular architecture
Pixolo Instant · Independent iOS product · parallel to Rossmann Fotowelt

Instant photo printing from iPhone to shopping-mall kiosks.

A separate consumer photo-printing app built around a very physical user journey: choose photos on iPhone, customize print layouts and send them to Pixolo self-service machines located in shopping centres for immediate pickup.

SwiftUIKitPhoto libraryPrint workflowKiosk integrationLocation-aware UXConsumer product
Pixolo Instant kiosk printing screen Pixolo Instant photo upload screen
Rossmann Fotowelt · Full-time iOS Developer · 2019–2021

Photo-commerce iOS experience for the German market.

Continuation of the same iOS portfolio at larger commercial scale: consumer photo-product browsing, personalized creation flows, ordering journeys, payments, analytics, app performance and production-grade release discipline.

SwiftUIKitSwiftUIPaymentsCommercePhoto productsAnalyticsCI/CDApp Store delivery
Rossmann Fotowelt app screenshot Rossmann Fotowelt product screen
Squarer

Squarer

Consumer photo utility for publishing full landscape and portrait photos to Instagram without destructive cropping.

Kuwait Census

Kuwait Census

Government-grade statistical application with geospatial data access for Kuwait Central Statistical Bureau — enterprise data, maps and official information flows.

Quiiva

Quiiva

Event carpooling application combining REST APIs, Facebook Open Graph and MapKit for location-based coordination.

Power Align

Power Align

Precision industrial calculation tool for shaft alignment engineers — a niche professional app where correctness matters more than decoration.

UV Lamp

UV Lamp

Augmented-reality utility using Vuforia and Unity3D for simulated UV security-sign discovery on banknotes.

Photo Painter

Photo Painter

Image processing app with realistic painting filters, OpenCV, sharing flows and monetization through in-app purchases.

Power Dice

Power Dice

3D Yahtzee-style game with Unity3D, Game Center, in-app purchases, Facebook Open Graph and peer-to-peer multiplayer mechanics.

Woda bez butelek

Woda bez butelek

Crowdsourcing and map-based public utility application for finding free clean drinking water locations.

Newton Game Dynamics

Newton Game Dynamics

Ported a C++ OpenGL game/physics engine to iPhone 2 and iOS 2.2, targeting 60 FPS and adding TCP/IP networking on extremely constrained early hardware.

How I can help

AI/LLM systems, quantitative automation and senior product engineering — from real-time workflows to production-grade native interfaces.

AI/LLM automation

Real-time interpretation of noisy inputs, structured decision extraction, RAG, agents and execution-oriented workflows.

Quant R&D systems

Research pipelines, MT5/MQL5 automation, backtest analysis, robustness checks, OOS/WFO discipline and experiment artifacts.

Native product engineering

Production Swift, UIKit, SwiftUI, app quality, performance, debugging, release ownership and polished UX.

Technical leadership

Architecture judgement, mentoring, code review, delivery discipline and pragmatic engineering standards.

Need an AI/LLM system or senior engineering partner?

Send a short message — it will be delivered directly to my Telegram bot.