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r14dd/README.md

Riad Mukhtarov

AI & Software Engineer · Baku, Azerbaijan

Portfolio · LinkedIn · riad@riad.cc


Builds the internal AI infrastructure at the International Bank of Azerbaijan. Before that, wrote Python and Linux services for governmental institutions and led a team of teaching assistants at the State University of New York at Buffalo. Off the clock, contributes to open source software and maintains Rust tools of his own.


Open Source

  • MLflow — 7 merged PRs. Fixed tool-call streaming and parsing in AI Gateway's Anthropic, Gemini, LiteLLM and Bedrock adapters. (Python)
  • youki — 4 merged PRs. Fixed a D-Bus socket opened without SOCK_CLOEXEC leaking its fd into containers under systemd cgroups. (Rust · OCI runtime · cgroups)

Featured Work

  • patent — CLI that takes a plain-English dev-tool idea, searches open-source registries for existing implementations, ranks matches with local embeddings, and writes a scoped verdict via LLM. Listed in the ratatui showcase. (Rust · Tokio · Ollama · ratatui) · crates.io · docs.rs
  • QuorumRAG.rs — Multi-retriever RAG with quorum filtering requiring cross-retriever consensus before surfacing evidence — 95% recall vs. 70% baseline. (Rust · Ollama · Tokio) · docs.rs
  • aicell-api — Mobile operator backend that shows subscribers where they overpay and fixes it in one tap, with Laya, a voice assistant in az/ru/en. (Python)
  • almostAykhan — ABB Bank RAG chatbot answering strictly from public content. Multilingual (AZ/EN/RU), prompt-injection blocking, and distance-gated out-of-scope detection. (Python · FastAPI · OpenAI · FAISS)

Also some distributed-systems fundamentals built from scratch: a Raft consensus implementation and a Kademlia DHT (both Go), and a two-layer TTL-aware Redis cache redesign in Rust.


Tech

Rust · Python · Go · C — Axum · Actix-web · FastAPI · Flask · Spring Boot · LangGraph · LangChain · FAISS · Ollama · Kafka · RabbitMQ · PostgreSQL · Redis · Docker · Kubernetes · AWS

Full skill list and experience on riad.cc

Pinned Loading

  1. patent patent Public

    A prior-art search for your code ideas — has this dev tool already been shipped?

    Rust 541 22

  2. quorumRAG.rs quorumRAG.rs Public

    A research implementation of QuorumRAG — a RAG architecture that requires cross-retriever consensus before surfacing evidence, built entirely in Rust with Ollama for local LLM inference.

    Rust 4

  3. almostAykhan almostAykhan Public

    A focused RAG system that answers questions only from ABB Bank’s public content. It scrapes ABB pages, chunks and embeds them, builds a FAISS index, and serves a multilingual chat UI with strict gu…

    Python 1

  4. matchsentinel matchsentinel Public

    MatchSentinel is a real, event‑driven fraud defense platform that actually runs end‑to‑end. It ingests transactions, scores risk, flags anomalies, opens cases, sends notifications, and rolls everyt…

    Java