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naqerl/README.md

Generalist software engineer specializing in Go and Python, focused on bridging AI with tangible business value. I build robust backend services, manage infrastructure, create effective AI integration layers, and design end-to-end distributed systems.

  • Currently working as an Independent Consultant & AI Solutions Architect
  • Upstream contributor to Google Genkit (Go) — authored filesystem prompt loading, Reasoning content support, and schema validation error handling
  • Experienced working with C-level stakeholders, managing infrastructure, and mentoring engineers
  • Ask me about: Go, Python, AI integration (RAG/Agents), infrastructure, observability, Web3
  • Reach me at: me@naqerl.com
  • Site: naqerl.com
  • CV: naqerl.com/about/cv.html
  • Pronouns: he/him

Tech Stack

Area Technologies
Languages Go, Python, SQL, Solidity, Guile Scheme
AI & Data Genkit, LangChain (LangGraph), GraphRAG, Vector Embeddings, ClickHouse
Infrastructure GNU Guix, Linux/Systemd, Docker/Podman, Ansible, Airflow, GitLab CI
Protocols & Web WebSockets, JSON-RPC, PostgreSQL, SQLite, React, TypeScript, HTMX

Key Projects

AI Systems & Orchestration

  • Mimi — LangGraph-powered GraphRAG agent unifying data across Telegram, GitHub, and Logseq. Achieved sub-3-second end-to-end latency and cut team lookup time by ~60%.
  • Lexiply — Multi-agent brand intelligence analysis pipeline featuring cited source affiliation classification to drastically minimize hallucinations compared to single-prompt setups.
  • Lumicare — Replaced a legacy automation bot with a FastAPI/React application, moving analysis to deterministic heuristics to slash token costs by 70% and eliminate hallucinations.
  • Idealday — LLM-powered fuzzy alignment pipeline automating daily menu reconciliation across 40,000+ legacy enterprise positions with 95%+ match accuracy.

Backend & Infrastructure

  • Tracer — Zero-dependency, lightweight Go + SQLite log aggregator, delivering a 90% cost reduction compared to heavy OpenTelemetry-based infrastructure landing.
  • CheckNFT — Managed ETL infrastructure handling 60TB of transaction data across ClickHouse and PostgreSQL. Implemented idempotent pipelines that dropped platform incident rates by 90%.
  • Cyberpass — Touchless QR-based ID and CRM system supporting 12+ physical VR venues and 8K+ customers; maintained 99.99% uptime over 1.5+ years with zero critical incidents.
  • Web3 Antivirus — Built custom Slither static analysis detectors and developed metamorphic smart contract analysis techniques to catch deep Solidity vulnerabilities.

Most of my public source code is hosted at git.naqerl.com and GitHub.

Pinned Loading

  1. ai-shift/tracer ai-shift/tracer Public

    Lightweight, self-hosted log aggregation and alerting for small to mid-sized projects.

    Go

  2. ai-shift/tgmd ai-shift/tgmd Public

    Convert usual markdown into telegram markdownv2 format

    Go

  3. pysqler/pysqler pysqler/pysqler Public

    Python 3

  4. genkit genkit Public

    Forked from genkit-ai/genkit

    Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google

    TypeScript