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Auto-generated weekly from commit history · updated 2026-06-29

Over the past year, I've been deeply focused on building and refining Summit, a SaaS crypto algo-trading platform with AI and neural network components — this is my primary project. I've been shipping features across the full stack: LLM-powered sentiment analysis and decision-making, futures configuration templates, real-time cost tracking from OpenRouter, a unified news and announcement system, and extensive UI polish. In parallel, I've been developing firmware for ESP32-S3-based HID devices (j-uni-hid) and a Windows kernel-mode input filter driver (input-driver), both of which are also primary projects. On the secondary side, I've been conducting systematic research into crypto price prediction models (crypto-model-research), building a computer vision pipeline for poker table state extraction (poker-cv), developing an Android TTS app with multiple neural engines (j-tts-android), creating an on-device LLM agent for Android (ozwil-android), and maintaining a Windows Explorer file-tagging utility (intag2). I've also iterated on algorithmic trading strategies (freqtrade_startegies) and Telegram-based bot monitoring tools (freqtrade-tg-multibot). The work spans C#, C++, Python, Kotlin, and embedded systems, with a strong emphasis on practical, self-hosted tooling and research-driven experimentation.

2026 Jun

• Summit: AI trading platform core work (summit) — Built LLM-powered sentiment analysis and decision-making pipelines, futures-config templates with optimization defaults, real-time per-call cost tracking from OpenRouter, a unified news and announcement system, and extensive UI polish across the platform.
• Jolt: minimal AHK alternative (jolt) — Added opt-in debug logging, fixed winapi hotkey condition evaluation, and refined the scenario engine with typed actions and interception support.
• Jamminroot: CV automation tooling (jamminroot) — Added LLM model override via environment variable, enforced first-person voice in CV output, and refined the CV generation pipeline with dry-run support and better repo importance tagging.

2026 May

• j-uni-hid: ESP32-S3 HID firmware (j-uni-hid) — Developed v13 firmware variant with fire-and-forget USB HID event emission and an 8x8 matrix variant with PlatformIO support.
• input-driver: Windows input filter driver (input-driver) — Added push-style event delivery API, relaxed SDDL to Interactive Users, and built an integration-test runner covering all documented capabilities.
• j-tts-android: multi-engine TTS app (j-tts-android) — Added question/exclamation intonation sliders, removed deprecated TTS engines, shipped F5-TTS and GPT-SoVITS export recipes, and integrated sherpa-onnx for Russian Piper voices.
• MEMU3: CV and input emulation RnD (MEMU3) — Switched YOLO GPU inference from CUDA to DirectML, added closed-loop tracking flick with bezier motion and user-input compensation, and refactored the mode system.
• biscuit: e-ink firmware expansion (biscuit) — Added Knowledge Base app, FB2 reader, screensaver folder, and Mesh Chat fixes to the biscuit firmware for xteink 4.

2026 Apr

• j-uni-hid: firmware variant work (j-uni-hid) — Drafted new v13s8x8 firmware variant and fixed a device disconnection issue in the v13 firmware.
• papyrix: e-ink firmware features (papyrix) — Optimized map renderer for Apple Silicon, added grayscale tileserver, built map and Knowledge Base apps with full UI, and fixed FB2 encoding support for windows-1251 and KOI8-R.
• FlCLash: proxy client update (FlCLash) — Bumped Clash.Meta submodule to re-expose ProxiesWithProviders and GetProxyNameList APIs, and added XHTTP transport support.

2026 Mar

• crypto-model-research: price prediction RnD (crypto-model-research) — Conducted hundreds of experiments on crypto price prediction models, achieving new best scores with Mixture-of-Experts architectures, snapshot ensembles, and cross-pair features; documented the full research pipeline.
• ozwil-android: on-device LLM agent (ozwil-android) — Rewrote sub-agent architecture with session-based delegation and tool execution, added KV cache reuse, conversation revert/fork, and a questionnaire-based setup wizard.
• MEMU3: aim assist and overlay work (MEMU3) — Restricted aim assist to focused window, persisted mode and autofire state, and rewrote the overlay using D3D11+D2D+DComp with a status window.
• blackboard-launcher: E-Ink launcher (blackboard-launcher) — Overhauled backdrop rendering, added swipe page navigation, status bar control, and fixed Onyx SDK drawing reliability.

2026 Feb

• intag2: Windows file-tagging utility (intag2) — Added .pdf to supported extensions, restructured CI pipelines for manual triggering and auto-drafting releases, fixed Store publishing workflows, and added CLI support for reading properties.
• jaxon: code intelligence engine (jaxon) — Added LSP integration for language-server-powered analysis, index freshness detection with incremental sync, and expanded DI registration and dead code detection for multiple frameworks.
• n8n-nodes-telepilot-2: Telegram n8n nodes (n8n-nodes-telepilot-2) — Fixed auth race conditions, upgraded CI test version, added retry logic for npm install, and added a new album trigger.
• yolo-labeler: on-host YOLO labeler (yolo-labeler) — Added multi-select mark mode for batch delete and label clearing, Ctrl+Delete entry deletion, and flexible yaml resolution.
• dotfiles: chezmoi-managed config (.dotfiles) — Set up initial Neovim config with full IDE setup, added pre-commit hook for secret detection, and fixed treesitter and LSP config for Neovim 0.11+.

2026 Jan

• poker-cv: computer vision for poker (poker-cv) — Achieved 99% hand detection and 97.8% board card accuracy by implementing generator-based recovery, pipeline API, and comprehensive state validation; added smoke tests and refactored constants.
• j-uni-hid: firmware updates (j-uni-hid) — Added graceful COM restart handling to the firmware.
• tasker: Android task management (tasker) — Improved UX with direct launch, completed status, and touch event visualization on sensor charts.
• n8n-nodes-claudecode: Claude n8n nodes (n8n-nodes-claudecode) — Fixed abort controller cleanup and changed default permission mode to acceptEdits.

2025 Dec

• j-uni-hid: major firmware iteration (j-uni-hid) — Developed v11 firmware with USB Touch, BLE Touch+Mouse, self-reporting, performance profiles, and throttled mode; fixed Android reconnect and touch jitter issues.
• auto-claude: autonomous AI coding tool (auto-claude) — Added squash-merge support, completion detection, Git Rules system, and Task ID fields to the autonomous multi-session AI coding application.
• MEMU3: HID and aim assist updates (MEMU3) — Added USB HID mouse movement hack with rate limiting and integrated it with the aim assistant.

2025

• freqtrade_startegies: trading strategy development (freqtrade_startegies) — Developed and iterated on numerous algorithmic trading strategies for Freqtrade, including Fenix, botman, and custom pattern-based strategies, with extensive backtesting and parameter optimization.
• freqtrade-tg-multibot: Telegram bot for trading (freqtrade-tg-multibot) — Built a Telegram-based multi-bot monitoring and management tool for Freqtrade instances, with web dashboard, Docker support, and daily profit calculations.
• pAssistant: Telegram automation tooling (pAssistant) — Maintained a Telegram content aggregation and reposting bot, adding image deduplication, multi-target sending, and summarization features.
• freqtrade_monitor: Flutter trading dashboard (freqtrade_monitor) — Built a Flutter-based mobile dashboard for monitoring Freqtrade instances, with glassy cards, winrate charts, and import/export functionality.
• n8n-nodes-telepilot-2: Telegram n8n integration (n8n-nodes-telepilot-2) — Forked and maintained n8n nodes for Telegram automation, adding Alpine Linux support and Docker deployment.

2024

• freqtrade_strats: strategy optimization (freqtrade_strats) — Optimized and backtested various trading strategies for Freqtrade, focusing on high win rate and low drawdown configurations.
• pAssistant: Telegram bot maintenance (pAssistant) — Continued maintenance of the Telegram content bot, with logging improvements and bug fixes.

Download CV (PDF)