Feature-Space Geometry
LiveWhere a ResNet's per-layer feature geometry collapses under OOD shifts and adversarial attacks — interactive, on real evaluation data.
Portfolio / research projects
Research
projects.
Research projects and tools, each linked to a demo or its source.
Browser TRNG
LiveA hyperchaotic random number generator that harvests entropy from ambient sound — chaotic-map lattice, SHA-256, NIST-style tests, all client-side.
Viyog — OOD vs Adversarial Detector
LiveUpload an image and watch a training-free, gradient-free detector tell an out-of-distribution input apart from an adversarial one, live in your browser.
DrDNA — Silent Data Corruption Detection
LiveDrag the detection threshold over 3,596 real ResNet-18/CIFAR-10 runs and watch a single bit flip get caught, live.
AI Loop Automation
LiveClaude Code and ChatGPT review each other's work in a file-based agent loop — or plan, build, test, and open a PR on their own.
2026Code ↗
Make Presentation Simple
BetaDrop in a PDF, get an AI-generated slide deck — fully serverless on Lambda, Step Functions, S3, and DynamoDB.
2026Code ↗
Nandi — SLM Research Assistant
BetaA PDF Q&A chatbot pitting direct prompting against RAG across model sizes, to see the accuracy/latency tradeoff.
2026Code ↗
ViT Fine-Tuning Benchmarks
ArchivedFine-tuning ViT, Swin, MobileViT, and EfficientNetV2-L on CIFAR-100 in a reproducible, uv-managed environment.
2026Code ↗
VLM Presentation Pipeline
LiveA PDF-to-JSON pipeline using vision-language models via SGLang, rendered into a lightweight client-side deck.
2026Code ↗