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ThamerD/README.md

Hi, I’m Thamer!

I’m an AI/ML engineer based in Vancouver with a background in software engineering and data science. I enjoy building practical machine learning systems, AI agents, and end-to-end products that solve real problems.

πŸ› οΈ Skills

Programming Languages

Python Java JavaScript R SQL

Machine Learning & AI

PyTorch Scikit-learn XGBoost Neural Networks Deep Learning NLP LLMs RAG LangChain

Infrastructure & Deployment

AWS EC2 ECS S3 Lambda GCP Docker Git GitHub Actions PostgreSQL MongoDB

MLOps & Workflow Automation

SageMaker Vertex AI MLflow CI/CD

Data Analysis & Visualization

Pandas NumPy Matplotlib Altair ggplot2 Dash Shiny Tableau

πŸš€ Projects

  • AI Applicant Ranking System β€” ML dashboard with XGBoost model and GPT-4 integration.
  • Cat Breed CNN Classifier β€” PyTorch CNN model that classifies cat breeds based on their images.
  • Image Captioning β€” Neural network feature extraction with a custom language model to generate accessibility captions for images.
  • JappTracker β€” Agentic AI system for automatic job application tracking and analysis.
  • num_theory β€” High-performance Python utility functions for various Project Euler and num theory problems.
  • Challenge the Globe β€” Cofounded a video challenge startup.
  • 20QsAI β€” Reverse 20-questions gaem with an AI chatbot.
  • Screenshotle - Game where you guess the videogame based on its screenhots. Uses AI to evaluate your guess and give hints.
  • Friend-Ship - Make deeper connections with others while maintaining dignity and anonymity.

πŸ“« Contact

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  1. Thamers_ML_Blog Thamers_ML_Blog Public

    Blog where I share my human learnings on machine learning.

    Python 1

  2. cat_breed_cnn_classifier cat_breed_cnn_classifier Public

    This is a an AI (Convolutional Neural Network (CNN) to be specific) that classifies cats based on their images into one of 6 breeds

    Python

  3. JappTracker JappTracker Public

    AI job application tracker. Automatically collects and structures job application data.

    Python 1

  4. decision_tree_model decision_tree_model Public

    This is an AI decision tree model that predicts song likeability based on features such as tempo and loudness.

    Python

  5. UBC-MDS/num_theory UBC-MDS/num_theory Public

    A high-performance Python package for number theory operations, optimized for Project Euler and computational mathematics problems

    Python

  6. 20-questions-ai-game 20-questions-ai-game Public

    A simple web-based 20 Questions game where an AI thinks of an object and you try to guess it by asking yes/no questions.

    Python 1