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Mutlaq124/README.md

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Generative AI Engineer • Agentic AI • Aerospace AI • Autonomous Systems

Building reliable AI systems focused on retrieval, reasoning, orchestration, and real-world decision workflows.


Generative AI Engineer focused on building production-grade, reliable, and observable AI systems for complex real-world environments.

Currently pursuing a Master’s in Artificial Intelligence, with research focused on Multi-Modal GraphRAG, retrieval optimization, and agentic workflows for technical reasoning systems.


Core Expertise

  • Agentic AI & Multi-Agent Systems
    Agent design, Hierarchical agents, planning, memory architectures, tool calling, and orchestration using LangGraph & PydanticAI

  • Advanced RAG & Knowledge Systems
    Hybrid RAG, GraphRAG, Knowledge Graphs (Neo4j), vector retrieval, reranking, and evaluation

  • LLM Engineering & Optimization
    Fine-tuning, quantization, guardrails, structured generation, and model routing

  • Production AI & LLMOps
    Observability, tracing, monitoring, evaluation pipelines, and scalable deployment workflows

  • Multimodal & Autonomous Systems
    Vision-Language Models (VLMs), autonomous AI systems, and world-model exploration


Currently Exploring

  • World Models & Autonomous AI Systems
  • Agentic Workflows & Multi-Agent Collaboration
  • Multi-Modal GraphRAG Systems
  • Scalable LLM Serving
  • Retrieval Optimization & Hybrid Search
  • Agent Evaluation & Observability

Tech Stack

Languages & Frameworks

Python TypeScript Next.js FastAPI

AI & LLM Ecosystem

LangGraph PydanticAI Neo4j Qdrant Ollama

Infrastructure & Observability

Docker Redis OpenTelemetry Weights & Biases Amazon Web Services


Open to impactful opportunities in Generative AI, Agentic Systems, AI Infrastructure, and Aerospace AI.

Connect


Building intelligent systems that combine retrieval, reasoning, and autonomous decision-making.

Pinned Loading

  1. wargame_multi-agent wargame_multi-agent Public

    Architected hierarchical multi-agent wargame simulation with strategic planning, tactical agents orchestration, real-time spatial reasoning, and adaptive memory module

    Python 1

  2. Defence_RAG Defence_RAG Public

    Production RAG pipeline for F-16 technical manual using Docling, Qdrant, Ollama, and evaluation pipeline

    Python 1

  3. Knowledge-graph-chatbot Knowledge-graph-chatbot Public

    Knowledge Graph-enhanced Q&A Web application. Features structured chunking, knowledge graph index building, hybrid retrieval and evaluation pipeline to benchmark performance.

    Python 1