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r14dd/README.md

Riad Mukhtarov

AI & Software Engineer · Baku, Azerbaijan

Portfolio · LinkedIn · riad@riad.cc


Develops software and AI systems in Rust and Python, with a focus on distributed systems and complex infrastructure. Previously taught computer science at State University of New York at Buffalo. Likes complicated challenges and clean abstractions.

Currently an AI Engineer at ABB — International Bank of Azerbaijan and Head of IT at European Youth Parliament Azerbaijan.


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. (Rust · Tokio · Ollama · ratatui) · docs.rs · github
  • 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
  • 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)
  • MatchSentinel — Event-driven transaction-monitoring platform. Async scoring over RabbitMQ with idempotent reprocessing, per-service databases, deployed to AWS EC2. (Java · Spring Boot · PostgreSQL)

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. Stop building what already exists.

    Rust 384 12

  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 3

  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

  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