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DevT02/README.md

Devansh Tayal

MS in CS @ Columbia | prev @ MSU | Full-stack + ML systems
I build fast, practical software - from UI to infra - and I care about performance + clean engineering.

Website • Email • LinkedIn • Discord: @off_line • Repos

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What I build

  • ML + Systems: inference, deployment, eval/robustness
  • Apps: Next.js/React + TypeScript, APIs, databases
  • Infra: Docker + cloud, CI/CD, metrics/logging

Toolbox

Languages
Image 		AI / ML
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Frameworks
Image 		Cloud / DevOps
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Featured projects

Most Starred

Junk-Remover

Removes unused & obfuscated junk from .NET attributes.

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Favorite

Notelify

Real-time transcription + note generation. Live at notelify.co

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NEW Most Recent

ForgetGate

Auditing machine unlearning with the recovery radius: a fragility confound in selective-leakage metrics, plus a certified input-space recovery floor.

BibTeX Style PowerShell Python Shell TeX

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About this profile

Most of my work sits at the intersection of:

  • building full-stack apps people can actually use
  • deploying ML-heavy services without them being slow/expensive
  • exploring robustness/security when models meet the real world

If you're looking for something specific, "Repos" is the best place to browse.

Connect

Website LinkedIn @off_line on Discord Email GitHub
Older work Some earlier projects (5+ years ago) are available here: github.com/imnobodyxd

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  1. backdoor-attacks-on-ViTs-with-LoRA backdoor-attacks-on-ViTs-with-LoRA Public

    Modified version of LoRA demonstrating the effectiveness of backdoors in PEFT (Parameter-Efficient Fine-Tuning), specifically on CNNs and Vision Transformers.

    Python

  2. pathfinder-symexec pathfinder-symexec Public

    Symbolic execution survey and worked example with KLEE and angr

    C

  3. Economics-Game Economics-Game Public archive

    Top Shot, an economics-themed game, developed for Incubator 2022-2023.

    GDScript 2 2

  4. wenbox360/Conductor wenbox360/Conductor Public

    Won 1st place in embedder track @ MHacks 2025

    TypeScript 1

  5. D2LPlus D2LPlus Public

    🏆 (hackathon winner). Preview extension for campus links + Calendar integrated into homepage + MUCH MORE https://devpost.com/software/d2l

    TypeScript 1