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TamimDostyar/README.md

👋 Hi, I’m Tamim Dostyar

  • 👀 I am an expert at making AI applications, AI models, and Deep Learning algorithms, Software Development, and Cloud Engineering.
  • 🌱 I’m currently a second-year student at Luther College pursuing CS
  • 📫 Reach out to me on LinkedIn

Hey There


🛠️ Technical Profile Overview

Tech Stack Icons

Tech Stack Icons

Programming Languages

  • Python: Primary language for data analysis, automation & ML (chatbots, games, data tools).
  • JavaScript/TypeScript: Web development with React, Bulma, Bootstrap; built interactive SPAs and a Netflix-style trailer site.
  • Java: OOP fundamentals via projects like a Java-based calculator app.
  • HTML/CSS: Responsive, modern web layouts; portfolios and UI components with CSS frameworks.
  • SQL & Shell: SQLite/PostgreSQL for web apps; shell scripts for DevOps tasks (Docker entrypoints, automation).

☁️ Cloud & DevOps

  • Multi-Cloud: AWS, Azure, GCP familiarity via coursework & certifications.
  • CI/CD & DevOps: GitHub workflows, Docker, Docker Compose for containerization and consistent deployments.
  • Hosting & Deployment: Netlify for frontends; cloud resource configuration for production apps.
  • Networking & Security: RESTful APIs, HTTP/WebSockets; .gitignore best practices; basic cloud security.

🤖 Machine Learning & Deep Learning

  • Frameworks: TensorFlow/Keras, PyTorch, scikit-learn; Pandas/NumPy for data wrangling; Matplotlib for viz.
  • Deep Learning Projects: CNN-based animal image classifier; GPT-2 fine-tuning for NLP tasks.
  • AI Text Detection: Full-stack app to distinguish AI vs. human writing using hybrid NLP+DL models.
  • Data Science: Feature engineering, model evaluation; dual CS & Data Science major foundation.
  • Research: Explored deepfakes (real-time face swap), large language models, cutting-edge AI.

💻 General IT Skills

  • Databases: PostgreSQL in production; SQLite in development; Django ORM integration.
  • API Integration: Built apps consuming RESTful APIs (jokes, music); JSON/XML handling.
  • Networking: Local servers, socket programming, bot frameworks (WhatsApp auto-replier).
  • OS & Security: Windows & Unix CLI proficiency; secure credential handling; container security.
  • Project Management: Git collaboration; self-management as a first-generation scholar balancing dual majors.

🔧 Tools, Frameworks & Libraries

  • Backend: Django (REST framework), Flask, Node.js/Express.
  • Frontend: React.js, Bootstrap, Bulma; responsive design & state management.
  • Data & ML: Pandas, NumPy, scikit-learn, TensorFlow/Keras, PyTorch, Matplotlib.
  • DevOps: Git, Docker, Docker Compose; pip, npm; Conda/venv.
  • Utilities: Selenium, Puppeteer; PyCharm, VS Code; GitHub Actions, Netlify.

🚀 Notable Projects

  • AI Text Detector: Detects AI-generated vs. human text in real time with confidence scores.
  • Animal Image Classifier: Django + CNN model to identify 20+ species; Dockerized for easy deploy.
  • Music Searcher: Python desktop app that fetches albums & plays songs via public APIs.
  • Data Collector Tool: GUI for gathering company data into CSV outputs.

Popular repositories Loading

  1. Data-Collector-App Data-Collector-App Public

    I designed Data Collector as a graphic tool for gathering company data. When activated on a machine, users can input data through the interface and retrieve the information in a CSV file within the…

    3

  2. Music-Searcher Music-Searcher Public

    I made a Python app that lets users input their favorite singer to retrieve a list of the singer's albums. The app also enables users to select a song and play it within a Python window.

    Python 3

  3. TamimDostyar TamimDostyar Public

    Config files for my GitHub profile.

    3

  4. Calculator Calculator Public

    I created Tkinter Library to make a claculator to calculate the basic math. I used many functions and it's fully working well.

    Python 3

  5. Santa-Claus-Game Santa-Claus-Game Public

    I crafted a festive Santa Claus game in Python. Guide Santa through charming landscapes, dodge obstacles, and collect presents in this delightful adventure suitable for all ages. With enchanting vi…

    Python 3

  6. Chatbot Chatbot Public

    Python 3