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Achievements

Achievement: StarstruckAchievement: YOLOAchievement: Pull Shark

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thtskaran/README.md

Hey, I'm Karan

Founder of Obvix | Building at the intersection of ML, Cloud & Reverse Engineering

I ship code daily. I break things to understand them. I build things to make them useful.

$ whoami
> developer who mass commits and mass ships, doesn't mass PR

What I'm working on

  • claude-researcher — Multi-agent deep research system powered by Claude
  • claude-skills — Battle-tested skills for hardening vibe-coded projects
  • AFOptimizer — Anime video enhancement using optical flow & SSIM
  • obvix-wellness — Safety-first emotional AI companion with RAG + crisis detection

Stack

PythonTypeScriptNode.jsPyTorchAWSDockerNext.jsFastAPI

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  1. context_window_researchcontext_window_researchPublic

    80,433-trial study of context-window sycophancy across 6 LLMs (4B–72B). Behavioral ratchet effect, correction injection mitigation, phase transition analysis. Code, data, and preprint included.

    Python 5

  2. claude-code-analysisclaude-code-analysisPublic

    We read all 512K lines of Claude Code's accidentally exposed source. 82 docs, 15 diagrams, every subsystem mapped — from the hidden YOLO safety classifier to multi-agent swarms.

    124 16

  3. AFOptimizerAFOptimizerPublic

    Enhance anime videos with AFOptimizer, a Python tool for removing static frames using Frame Difference , SSIM and Optical Flow methods. Ideal for streamlining viewing and editing.

    Python 9

  4. claude-skillsclaude-skillsPublic

    Battle-tested Claude Code skills for hardening vibe-coded projects. Audit, clean, and ship AI-generated codebases with confidence.

    Python 16 2

  5. information-erosioninformation-erosionPublic

    Python

  6. obvix-wellnessobvix-wellnessPublic

    Obvix Wellness is a safety-first emotional AI chat companion combining retrieval-augmented generation, crisis detection, and locally served Fine-tuned models for grounded therapeutic conversations.

    Jupyter Notebook 2