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samiur-r/README.md

Hi, I'm Sami

AI Engineer with 7+ years of software engineering experience, now specializing in applied machine learning and production AI systems. Published researcher in NLP and LLM applications (IEEE, Cureus) specializing in multi-agent architectures, RAG systems, computer vision, and LLM orchestration.

Proven track record of translating complex AI concepts into scalable, production-ready solutions using TypeScript, Python, and AWS. Delivered measurable business impact across high-growth platforms - from subscription SaaS serving 18K+ users to enterprise sustainability audits managing 300+ projects and 30K+ assets across £12M+ in combined funding.

Technical Skills

  • Languages & Frameworks: TypeScript, Next.js, Node.js, Python (FastAPI)
  • AI & Machine Learning: Multi-Agent Systems, RAG Architectures, Computer Vision (YOLO, OpenCV), LLM Orchestration, LangChain/LangGraph, Vector Search (Pinecone, MongoDB Atlas), NLP & Transformers
  • Databases & Caching: PostgreSQL, MongoDB, Prisma ORM, Redis
  • Cloud & Infrastructure: AWS (EC2, ECS, Lambda, SQS, SNS, Kinesis, S3, dynamodb), Docker, Kubernetes, Serverless architecture, SST, Terraform
  • Architecture & Patterns: Serverless, microservices, event-driven architecture

Research

  • AI agents (planning, tool use, evaluation)
  • Publications:
    • Toward News Authenticity: Synthesizing NLP and Human Expert Opinion to Evaluate News - IEEE
    • Sentiment Classification in Low-Resource, Code-Mixed Languages: Comparative Study of Llama 3 and Other LLMs - Cureus

Links Website/portfolio • Email • LinkedIn • X

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  1. moral-compass-ai moral-compass-ai Public

    AI-powered ethical decision-making using multi-agent tools

    TypeScript 2

  2. AI-Quick-Guide AI-Quick-Guide Public

    A hands-on collection of code, docs, and experiments in data preprocessing, ML, DL, NLP, CV, and LLMs

    Jupyter Notebook 1

  3. retro-arcade-leaderboard retro-arcade-leaderboard Public

    Play classic games like Snake, Pong, Tetris — automatically track scores, stats, and leaderboards!

    TypeScript 1

  4. modern-software-architecture-patterns-handbook modern-software-architecture-patterns-handbook Public

    A hands-on playbook of modern software architecture and design patterns with practical code examples and system design projects.

    TypeScript 1 1

  5. galactic-grid galactic-grid Public

    Chat with an AI space assistant powered by Model Context Protocol (MCP) that provides real-time ISS tracking and space mission data from NASA and SpaceX APIs.

    TypeScript 1