I build things because I love building and solving puzzles.
Some projects start from boredom, some from problems, others from obsession — but they all teach me something new.
Most nights you'll find me working on half-finished ideas with jazz in the background and a notepad full of project sketches.
"The next time I see a glass wall, I won't just smash my head against it. I'll see it for what it is: a problem waiting for a solution. And then I'll build the tool to shatter it."
🌐 website · ✉️ resume · 💬 open issue to chat
🧠 Un-LOCCUniversal Lossy Optical Context Compression for VLMs — encodes text as images, achieving ~3× compression at ~93% retrieval accuracy. Built custom "Optical Needle-in-a-Haystack" evaluations for 90+ model runs. 
A passive-learning browser extension that slips spaced-repetition flashcards into normal browsing. Open-source, free, and now supports AI-generated decks & custom subjects. 
Experiments with evolving polynomial functions instead of neural networks — no layers, no gradients, just math finding its own shape.
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Mining thousands of patient stories to spot early-stage cancer patterns hidden in plain text. Currently prototyping a risk-screening form trained on real anecdotes.
Turns accelerometer data into "pressure-sensitive" input — no hardware required. Perfect for a web based instrument!
🎶 MelodreA rhythm-based ear-training web app that turns practice into a game. Intervals + speed + point systems = fun learning magic ✩ 
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core: Python · JavaScript · Linux · Node · Git
web: Svelte · Vite · React · Tone.js
ai/ml: OpenRouter & OpenAI SDK · embeddings · TensorFlow / PyTorch · NEAT
infra: Chrome extensions · npm packages · JSON APIs · automation scripts
- 🎸 jazz guitarist — Super modded guitar; School Jazz Combo guitarist; Secretly loves Math Rock
- 🧑🏫 teacher — helped kids at 3D-printing / robotics camps, fixed machines, and wrote docs so others could too
- 🧩 puzzle-maker — CS Club officer who made weekly algorithm challenges and automation tools
Maximus means "greatest" — and I'll live up to my name :D
I'll learn everyting and never stop growing. Because greatness isn't a destination, it's the pursuit itself (ง •̀_•́)ง
You can open an issue or just drop a hi.
I love chatting about learning systems, interesting new tech, project ideas, and making practice feel like play.
Also jazz. I love Jazz. (´｡• ᵕ •｡`)
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