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mmnsrti/README.md
Mohammad Mahdi Nosrati — AI Engineer



AI Engineer · LLM Systems · RAG · AI Agents

Software Engineering foundation · M.Sc. Artificial Intelligence




Engineering intelligence into real systems.


About

AI Engineer with a software-engineering foundation, focused on LLM applications, retrieval systems, and AI agents.

I care about grounding, evaluation, and the engineering required to turn model capabilities into reliable products.


01 / AI Systems

LLM Applications
RAG & Retrieval
AI Agents
Context Engineering
Multimodal AI

02 / Engineering

Backend Systems
REST / gRPC APIs
Real-Time Applications
Full-Stack Products
Production Integration

03 / Research

LLM Evaluation
Retrieval Quality
Grounded Generation
Failure Analysis
Reproducible Experiments

Tech Stack

AI / Machine Learning

AI stack





Software Engineering

Software engineering stack

Current Focus

01 / Adaptive RAG

Hybrid Retrieval
Reranking
Query Rewriting
Evidence Evaluation

02 / Agent Systems

Tool Use
Stateful Workflows
Structured Outputs
Reliability

03 / LLM Evaluation

Faithfulness
Hallucination Analysis
Failure Taxonomy
Ablation Studies

GitHub Pulse

GitHub contribution snake



GitHub stats   GitHub languages



GitHub streak





Engineering intelligence into real systems.

AI × Software Engineering × Research


Pinned Loading

  1. adaptive-agentic-rag adaptive-agentic-rag Public

    Python

  2. Named-Entity-Recognition-with-BERT Named-Entity-Recognition-with-BERT Public

    Jupyter Notebook

  3. polymarketcryptobot polymarketcryptobot Public

    Python

  4. uniflyio uniflyio Public

    TypeScript

  5. rssproject rssproject Public

    Go