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Achievement: Pull Sharkx2Achievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: YOLO

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samshad/README.md

I'm a Backend Developer who enjoys solving real problems with code — from building fast and clean APIs to making sense of messy data. I love working at the intersection of backend systems, data, and AI.

🚀 What I Focus On

Domain Stack
🚀 Backend & API Python (FastAPI, Django, Flask), REST, GraphQL, Microservices
🤖 Applied AI Llama 3.2 (Fine-tuning), LoRA/UnslothAI, spaCy, BERTopic, AWS Rekognition
☁️ Cloud & DevOps AWS Serverless (Lambda, DynamoDB, API Gateway), Docker, GitHub Actions, CloudFormation
💾 Data Engineering PostgreSQL, MySQL, ETL Pipelines, Web Scraping (Selenium/Bs4)

🌱 Currently Exploring

  • Edge AI: Quantization techniques for running LLMs on mobile devices.
  • Advanced RAG: Optimizing retrieval pipelines for complex document reasoning.
  • Rust: For high-performance data processing layers.

Pinned Loading

  1. UVa UVa Public

    💡 This repo reflects my foundation in competitive programming and algorithmic thinking, which I continue to apply in building scalable, real-world systems. Some of the problems solved here contribu…

    C++

  2. 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

  3. 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

  4. youtube_to_spotify youtube_to_spotify Public

    Automate your YouTube to Spotify playlist migration! This Python tool fetches, parses, and fuzzy-matches songs, then adds them to Spotify. Includes API integration & result logging.

    Python

  5. mindful-eating-backend mindful-eating-backend Public

    A FastAPI-based backend system that delivers AI-generated mindful eating tips tailored to users’ Big Five personality traits and eating behaviors. Built with PostgreSQL, Docker, and fine-tuned LLaM…

    Jupyter Notebook

  6. 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