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Achievement: Pull Sharkx2Achievement: YOLO

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samshad/README.md

Md Samshad Rahman building AI systems that actually ship

I build Python systems for problems that start with raw data, manual workflows, or an idea that needs to become a dependable product. My work sits between backend engineering and applied AI, including APIs, data pipelines, retrieval systems, and the infrastructure around them. I focus on the parts that make a project useful in practice: clear data models, reliable services, validation, and deployment.

Tools I Work With

Backend & data
Python · FastAPI · Django · Flask · PostgreSQL · MySQL · SQLAlchemy · Redis · REST APIs · GraphQL · ETL

Applied AI
LLMs · RAG · pgvector · Ollama · Llama · LoRA · PyTorch · scikit-learn · spaCy · BERTopic

Infrastructure
Docker · AWS · GitHub Actions · CloudFormation · Linux · CI/CD

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  1. fastapi-ollama-rag fastapi-ollama-rag Public

    Production-grade async RAG API - FastAPI, pgvector (Neon Postgres), Ollama (local LLM). Multi-tenant auth, semantic chunking, streaming generation

    Python

  2. autonomous-agent-api autonomous-agent-api Public

    An asynchronous, autonomous AI support agent built with FastAPI, ReAct orchestration, and SQLAlchemy. Converts natural language directly into secure, validated PostgreSQL database transactions.

    Python

  3. mindful-eating-backend mindful-eating-backend Public

    A Personalized Digital Intervention for Promoting Mindful Eating Through Real-time Behavioral Analysis and Adaptive Feedback.

    Jupyter Notebook

  4. mindful-eating-frontend mindful-eating-frontend Public

    A React Native Expo app that pairs with the Mindful Eating Backend to deliver personalized, AI‑powered mindful‑eating guidance. Users complete a Big Five personality survey, receive daily tips tail…

    JavaScript

  5. public-tender-analysis-dashboard public-tender-analysis-dashboard Public

    Visual‑analytics & ML pipeline for Nova Scotia Open Data tenders - clustering, BERTopic, and a one‑click Docker deploy.

    Jupyter Notebook 1

  6. CSCI-5409-Adv.-Topics-in-Cloud-Computing CSCI-5409-Adv.-Topics-in-Cloud-Computing Public

    CSCI 5409 – Advanced Topics in Cloud Computing (Dalhousie, Summer 2024) All graded assignments, Kubernetes labs, and the full‑stack capstone I built while mastering containers, AWS, Kubernetes, Ter…

    Python