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mart-codes-good/README.md

My Profile Banner

About me

I’m Martin, a senior CS student and backend software engineer.

Most of my work ranges from AI systems, model analysis, physics simulations, game development, and full-stack development.

I am currently enrolled in a computer security and software design course, so I am excited to see what I will learn and what projects I can build.

Feel free to reach me at tejada.mrt@gmail.com, and to take a look around my repositories!

Previous work

Backend Developer @ Dazia Consulting Inc.

  • Expanded and deployed an AI-powered learning platform from prototype to production in JavaScript with Node.js.
  • Built and improved backend systems, including multi-turn conversational memory, tested and ensured application behaviors works as intended.
  • Designed the application database (with Supabase) and implemented CRUD APIs for chat, flashcards, and quiz features.

Some projects

Malicious URL Detector

  • Trained a Random Forest classifier on 6,000 URLs to detect malicious links with a recall of 0.88 for malicious URLs
  • Used a sentence embedding model to convert raw URL strings into numerical vectors for model input

3D Simulation Engine (ongoing development)

  • A first-person simulation engine written in C using OpenGL.
  • Includes original camera movement, AABB collision detection, and hitscan libraries.

Context-Aware AI Chatbot

  • Desktop chatbot with multi-turn memory built using both Python and OpenAI API.
  • Supports speech-to-text translations, featuring an animated avatar and a frontend built with PyQt6.

Frameworks I normally work with

Languages

Python Java JavaScript C Lua

AI / ML & Data

Kaggle • Pandas • Joblib • PyMuPDF • Easy OCR • Llama Index • Hugging Face • numpy • plotlib • scikit-learn

Backend

FastAPI • Supabase • Express.js • Node.js • uvicorn

Other Tools

OpenGL • Git • VS Code • Eclipse IDE • Tkinter • Gradio • PyQt • Thunder Client/Postman

Pinned Loading

  1. Gravity-Simulator Gravity-Simulator Public

    A gravity simulator I wrote in C using OpenGL and a custom physics.h library I built myself. I used an LLM to help me learn the basics of OpenGL and how to design and integrate my own libraries. Th…

    C

  2. Malicious-URL-Detector-Web-App Malicious-URL-Detector-Web-App Public

    A simple web app built with FastApi and a ML model I trained on a dataset with both safe and unsafe URL's

    Python

  3. RAG-Pipeline-for-Document-Retrieval RAG-Pipeline-for-Document-Retrieval Public

    A RAG pipeline that uses semantic chunking, vectore retreival, and a hugging face model for embedding. It also uses Gemini API for handling queries. I will likely re-develop this in the future as I…

    Jupyter Notebook

  4. 3D-Simulation-Engine-Alpaca-Engine-1 3D-Simulation-Engine-Alpaca-Engine-1 Public

    Lightweight 3D simulation engine built in C with OpenGL, featuring FPS camera, AABB collision, and hitscan raycasting.

    C

  5. Linear-Regression-Model-Recreation Linear-Regression-Model-Recreation Public

    A quick recreation of the linear regression model to improve my understanding of the concept. Also to generally learn how ML works under the hood.

    Python 1

  6. Gambler-s-fallacy-and-the-regression-towards-the-mean Gambler-s-fallacy-and-the-regression-towards-the-mean Public

    Explaining the differences between the gambler's fallacy and the regression towards the mean (RTM), using a quick python simulation and plotting the results.