2024 — Present (3rd Year)01
Azerbaijan State Oil and Industry University (ASOIU)
B.Sc. in Computer Engineering
Focusing on computer architecture, machine learning fundamentals, algorithm design, and software engineering principles.
Available for AI Engineering projects & roles
Khayal IsmayilzadaAI Engineer
Building intelligent systems, multi-agent architectures, and production-ready RAG pipelines.
// about
Work that bridges research and production.
- location
- Sumqayit, Azerbaijan
- khayal.izada39@gmail.com
- focus
- RAG PipelinesMulti-Agent SystemsAPI DevelopmentData Pipelines
I am an AI Engineer focused on bridging the gap between cutting-edge LLMs and production-ready software systems. My core expertise centers around Retrieval-Augmented Generation (RAG), multi-agent workflows, vector search pipelines, and practical AI integrations.
I leverage modern Python frameworks, vector databases, and containerized architectures to deploy fast, reliable, and scalable intelligent solutions tailored to complex domain problems.
// education
Education
Formal and intensive training behind the engineering practice.
2024 — 2025 (8-Month Intensive)02
Div Academy
AI Engineering Professional Diploma
Specialized hands-on program covering LLM architectures, RAG systems, multi-agent workflows, and end-to-end AI application engineering.
View Diploma// projects
Selected works
Systems built with intent, from retrieval pipelines to production services.
06 / All
AI Tools & Applications
MemoryLens — AI Semantic Search Engine
An AI-powered search system designed to retrieve movies, games, books, or media from vague, partial memory fragments (e.g., 'twelve people voting in one room') using vector search and confidence scoring.
- FastAPI
- React
- PostgreSQL
- Semantic Search
- Tailwind CSS
- Docker
AI & Agentic Systems
Voyagent — AI Multi-Agent Travel Planner
An AI travel orchestrator powered by 4 specialized agents (Interest, Budget, Logistics, Planner) that negotiate in real-time via Server-Sent Events (SSE) to generate optimized itineraries with interactive map visualization.
- FastAPI
- Multi-Agent Systems
- TypeScript
- SSE
- OpenStreetMap
- Docker
02
AI & Agentic Systems
Study Cost Planner Agent
An AI-powered multi-agent platform that estimates international education costs, discovers scholarship opportunities, and builds personalized study budgets grounded in verified, cited sources.
- FastAPI
- Next.js
- LangChain
- PostgreSQL
- pgvector
- Docker
03
Machine Learning & Analytics
Multi-Output Insurance Purchase Prediction Pipeline
An end-to-end multi-output Machine Learning pipeline predicting customer policy choices across 7 distinct components simultaneously, featuring behavioral feature engineering and gradient boosting achieving 92.53% accuracy.
- Python
- Machine Learning
- Feature Engineering
- Ensemble Learning
- Jupyter
04
AI Tools & Applications
Smart Git CLI
A lightweight developer CLI tool that inspects local git diffs to automatically generate structured Conventional Commit messages and release notes using LLM automation.
- Python
- Typer
- OpenAI API
- Git
- CLI
05
AI Tools & Applications
OmniSearch AI — Desktop Spotlight Overlay
A lightweight, Raycast-inspired Windows search overlay triggered by a global hotkey (Alt + Space). Supports multi-provider AI streaming across OpenAI, Gemini, and local Ollama models.
- Python
- PySide6
- Qt6
- OpenAI API
- Gemini API
- Ollama
06
// capabilities
AI capabilities
The core competencies I engineer around when building intelligent products.
01
RAG & Vector Search
Designing context-aware retrieval architectures with advanced chunking, metadata filtering, and embedding optimization.
- LangChain
- ChromaDB
- Vector Embeddings
02
Multi-Agent Workflows
Building autonomous agent graphs with custom tool usage, shared state management, and reliable decision routing.
- Agentic State
- Tool Calling
- Orchestration
03
AI API Microservices
Packaging LLM workflows into containerized REST APIs with streaming endpoints and async task execution.
- FastAPI
- Docker
- PostgreSQL
04
Desktop AI Tools
Developing responsive local desktop utilities and CLI agents with GUI integrations for seamless workflow automation.
- PySide6
- Typer
- Python
// contact
Let's build something together.
Have a project in mind, or want to talk about RAG, multi-agent systems, or backend architecture? Reach out.