Systems & Quantitative Engineer · 18 years shipping production code
Building high-performance Rust+PyO3 systems for finance, swarm autonomy, enterprise automation, and developer tools.
Resume / CV · LinkedIn · r.manov@gmail.com · Sofia, Bulgaria
| Project | Stack | Description |
|---|---|---|
| sqlite-memory-mcp | Python | SQLite-backed MCP Memory Server with WAL concurrent safety, FTS5 search, session tracking, task management, and... |
| strix | Rust | Drone swarm orchestration: combinatorial auctions, particle filters, fear meta-parameter, glass-box XAI — 23K lines of... |
| smartkey | Rust | Rust predictive keyboard engine — CVM streaming adaptation, ghost text, IBus (Linux) + TSF (Windows) integration.... |
| rust-search-tools-for-linux | Rust | Ultra-fast search tools for Linux — 7 Rust replacements: grep/find/ls/du/awk/cut/tail, 60x faster, multi-threaded,... |
| advanced-ichimoku-cloud | Rust | Rust+PyO3 Enhanced Ichimoku Cloud with Hull MA smoothing — 11 zero-copy NumPy functions, GIL-free, bit-exact parity |
| Auto-Brightness-Sound-Levels-Windows-Linux | Python | Adaptive screen brightness & sound auto-control for Linux and Windows — smooth transitions, ambient-aware, zero-touch |
| particle-filter-rs | Rust | Rust+PyO3 regime-switching particle filter — 19 zero-copy NumPy functions, rayon-parallelized, GIL-free sequential... |
Public writing entry points for the systems behind the repos. The full index is generated from Dev.to so readers do not have to search by name across platforms.
| Field note | Lane | Project |
|---|---|---|
| Reviewable Memory Consolidation for Local AI Agents | AI memory & agent systems | sqlite-memory-mcp |
| Blindsight, STRIX, and the Engineering Problem of a Swarm Without a Central Brain | Swarm autonomy & robotics | strix |
| Building a regime-switching particle filter in Rust — from Kalman 1960 to rayon-parallelized Monte Carlo | Rust/PyO3 & quant systems | particle-filter-rs |
| How to Count a Billion Unique Items with Almost No Memory | Algorithms & engineering notes | field note |
| Why a Text File Is Not a Debate Protocol | AI memory & agent systems | sqlite-memory-mcp |
| The Premium Future of Agentic Software Is a Memory War Room, Not Another Model Wrapper | AI memory & agent systems | sqlite-memory-mcp |
15 public Dev.to articles indexed · 6 reactions · 2 comments
- Swarm autonomy — drone coordination, simulation, and explainable decision traces
- Developer tools — MCP memory servers, sync tools, and input engines
- Fast systems — Rust CLI tools, PyO3 bindings, and performance-focused utilities
- Quant finance — particle filters, trading systems, and technical indicators
- Automation — Excel/VBA tools, reporting flows, and financial data work
Python ██████████████ 57.4%
Rust ███████ 29.1%
Java ██ 9.0%
JavaScript █ 2.5%
Shell 0.4%
Other 1.5%
28 public repos · 41 stars · 4 forks