01 · 4-layer pipeline · 4 source modes · compact cache
Research-Model — Multi-Source Research Engine
Decompose any query into intent → search web, academic, visual, code → dedupe, rerank, fuse, flag contradictions.
● Available Summer 2026
Seeking Summer 2026 SWE Internships · Bengaluru, India · IST · Remote
CSE diploma student (M.S. Ramaiah Polytechnic, 2027) building AI systems, research tooling, and crash-safe infra. I like making things that feel like magic. I like making things that feel like magic.
Featured
01 · 4-layer pipeline · 4 source modes · compact cache
Decompose any query into intent → search web, academic, visual, code → dedupe, rerank, fuse, flag contradictions.
The rest — loops forever, hover a card to pause
Full archive → · Rust infra honorable mentions inside Bench case.
Build log
BrewBeats + Spawner era
Generative audio + game levels, free-fallback AI
SceneForge Hybrid
Realtime 3D streaming, 60 FPS adaptive
Research-Model engine
4-layer multi-source pipeline
Bench + Loop + Rust ports
~1300 LOC eval + crash-safe infra
This portfolio
Astro static, 6 builds, hire-ready
Stack
TypeScript · Python · Rust
React 18/19 · Next.js 14 · Vite · Babylon.js · Phaser · Tone.js · Zustand · Tailwind · Framer Motion
Hono · Express · Zod · p-queue · Readability · pdf-parse · msgpackr
Pollinations · 130+ models · Ollama · RAG eval · LLM-judge
Supervisor gates · Backoff · PID filelock · Crates.io
System design · WebGPU · Music theory
Education
M.S. Ramaiah Polytechnic, Bengaluru · Class of 2027
About
I'm Arsh — CSE diploma student building AI creative tools and the eval + infra to trust them. TypeScript for products, Python for measurement, Rust for crash-safety.
Now: polishing these 4 builds for Summer 2026 internships. Shelf: Babylon.js docs · Tone.js · Phaser · Hono.
→ start with Research-Model, it ties the shelf together