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Building DecisionFrame
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Building DecisionFrame

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al1-nasir/README.md

Muhammad Ali Nasir

ML and AI system designer

Profile Views

Professional Summary

ML Engineer specializing in production-grade AI systems, with expertise in NLP, computer vision, and scalable infrastructure. Focused on building intelligent applications leveraging LLMs, RAG architectures, and agentic AI systems. Experienced in end-to-end ML pipeline development from research to deployment.

Current Focus

  • Architecting AI-powered SaaS applications with retrieval-augmented generation
  • Developing agentic AI systems and advanced NLP solutions
  • Implementing production ML deployments with scalable infrastructure
  • Exploring cutting-edge LLM architectures and vector database optimization

Technical Expertise

Machine Learning & AI

  • Frameworks: PyTorch, Scikit-learn
  • Agentic AI: CrewAI, LangGraph, LangChain
  • NLP: Transformers, LangChain, LlamaIndex, BERT, GPT architectures
  • Computer Vision: OpenCV, YOLO, CNN architectures
  • Vector Databases: Qdrant, Pinecone, Weaviate

Backend & Infrastructure

  • Python, FastAPI, Django
  • PostgreSQL, Redis, MongoDB
  • Docker, Kubernetes, CI/CD
  • RESTful APIs, Microservices architecture

Contact

LinkedIn Kaggle Email

Building intelligent systems that bridge research and production

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  1. codegraph-cli codegraph-cli Public

    AI-powered code intelligence CLI with multi-agent analysis, impact graphs, and conversational coding.

    Python 27 7

  2. Research_council Research_council Public

    GraphRAG + 4-agent LLM council for biomedical research. Find contradictions, validate hypotheses, and get confidence-scored answers, cited to real papers. Built on Neo4j, LangGraph, Groq & OpenRouter.

    Python 6 2

  3. LocalForge LocalForge Public

    Self-hosted AI control plane for intelligent local LLM orchestration. OpenAI-compatible API · ML-powered multi-model routing · LoRA finetuning · vector memory · RAG

    Python 7 1

  4. Slack_Proposal_Bot Slack_Proposal_Bot Public

    Proposal Bot is a Slack-based, multi-agent system that turns client discovery transcripts into tailored proposal documents

    Python

  5. Stock-Price-Prediction-Using-Transformer Stock-Price-Prediction-Using-Transformer Public

    completed this project as semester assignment

    Jupyter Notebook

  6. ICV_Project_SIGN_TO_LANGUAGE_CONVERSION ICV_Project_SIGN_TO_LANGUAGE_CONVERSION Public

    Jupyter Notebook

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