vansh rajput vanshdev0101

vansh@github ~
$ whoami

  Vansh C
  B.Tech Computer Science and Engineering (AI/ML) · SRM Institute of Science and Technology · 2023–2027
  Chennai, India

$ cat about.txt

  I build things that have to survive contact with the real world —
  inference pipelines that hold latency budgets, security tooling that
  catches actual attacks, and a Linux desktop I use every day.

  Most of what I ship starts as something that annoyed me.

`$ ls -la ~/projects`

drwxr-xr-x  VeritasXR/          python    chest x-ray diagnosis + uncertainty
drwxr-xr-x  Orbit/              typescript  distributed job scheduler
drwxr-xr-x  LaptopGuard/        typescript  windows endpoint monitor
drwxr-xr-x  surface-dots/       qml       hyprland desktop shell

🛡️ RepoGuard

python

AI-powered security scanner for Hugging Face and GitHub repositories. Detects malware, typosquatting, and supply-chain attacks before you clone.

Built after a fake OpenAI repo on Hugging Face was downloaded 244,000 times carrying a multi-stage infostealer that bypassed Windows Defender. RepoGuard scores it < 10 / 100.

🩻 VeritasXR

python · pytorch · tensorrt

Dual-pathway CNN for pneumonia detection that learns local and global features in parallel, using inter-path disagreement as an intrinsic uncertainty signal for clinical triage.

	latency	throughput
FP32	18.1ms	55 img/s
TensorRT FP16	2.2ms	447 img/s

8.1× speedup, deployed on NVIDIA Triton.

🛰️ Orbit

typescript · postgres · next.js

Distributed job scheduling platform — Postgres schema → Express REST API → Node worker service with polling, atomic claiming, retries and a dead-letter queue → Next.js dashboard.

Built for backend correctness under concurrency, not frontend polish.

💻 LaptopGuard

typescript · c# · windows

Windows endpoint security monitor. On a failed login it captures Event ID 4625 from the Security Log, takes a webcam photo as evidence, snapshots running processes, and tracks USB activity.

Real-time authenticated dashboard, reachable remotely over Tailscale.

`$ cat stack.txt`

python      ████████████████████████  8 repos   ml · pipelines · security tooling
typescript  ██████                    2 repos   apis · dashboards · workers
jupyter     ███                       1 repo    analysis · experiments
qml / lua   ██████                    active    hyprland desktop shell

$ printf '%s\n' "$TOOLS"

  ml        pytorch · tensorrt · triton · scikit-learn · pandas · numpy
  backend   flask · express · node · postgres · sqlite
  frontend  next.js · typescript · html · css
  systems   linux · hyprland · bash · git · rust (reading)

`$ git log --oneline --author=vansh`

* building   ML model deployment — serving, quantisation, latency budgets
* building   advanced DSA
* shipped    a full Hyprland desktop shell in QML, upstreamed to surface-dots
* competed   Appathon · HackVers
* built      web for Networking Nexus & ACM SIGKDD

`$ uptime`

_{$ Questions about any of this? Open an issue · [email protected]}

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