Hey, I'm PTK

CS student &data enthusiast.

I love diving into gradient descent and building ml models from scratch. I can (probably) handle from the simplest data processing to full development pipeline.

↓ scroll — or pick an entry above

01Work

Selected projects.

A few highlights. 8 total in the full archive.

  1. jamp.live
    JA
    01ML / AI

    Jamp

    Personal AI fitness coach. Scan meals, analyze body, visualize your future.

    Web2025Live
    React · AI · Tailwind
  2. vocab.ptk.codes
    SV
    02ML / AI

    StackVocabs

    AI-powered app for learning vocabulary from themes.

    Web2025Live
    React · AI · Tailwind
  3. pattern.ptk.codes
    PA
    03Fullstack

    Pattern

    Tracker for studying, goals, roadmaps, and daily progress.

    Web2024Live
    React · Tailwind · Firebase
  4. pypi.org/project/torch-model-inspector
    TI
    04Library

    TorchInspect

    Helper library for inspecting PyTorch models and getting insights.

    PyPI2024Live
    Python · PyTorch
See all work (8)→
02Stack

What I reach for.

this is my stack for building stuff from simple data processing to model deployment

Languages

  • Python
  • JavaScript
  • TypeScript
  • SQL

Frontend

  • React
  • Next.js
  • Tailwind
  • HTML/CSS

Data & ML

  • PyTorch
  • Transformers
  • TensorFlow
  • scikit-learn
  • NumPy
  • pandas

Tools

  • GCP
  • Docker
  • Git
  • Vercel
  • Figma
03Writing

Short essays.

Occasional notes on building, learning, and things that happen to be on my mind.

See all writing (2)→
04Archive

Older work.

Random Experiments, throwaways, and things that didn't fit. like a graveyard or a museum

ptk.codes/archives↗
05Contact

Say hello.

in case you wanna say hi for anything .

Email me directlyptkakaeitoe@gmail.comSay hello
Available for internships & research

Currently

Reading transformers from scratch. Training small models on smaller GPUs. Open to startups and research programs.

— Ptk