Anuj
Attri
Things I've built. Compilers for small chips, agents that cite their sources, a drawing app, a LiDAR pipeline, and whatever was bothering me that month.
Rev 2026.09
Atlanta, GA
Atlanta, GA
1.0 Projects
02
Scholiast
Local-first research agent that verifies every claim against a source chunk before showing it.
03
Nemotron reasoning benchmark, decomposed
Find where the unsolved mass actually lives, then route each mode to the solver that fits it.
04
Firestarter
Shipped desktop app that plans, draws, and letters a comic chapter, with every speech balloon left as editable text.
05
LiDAR to parametric CAD to render
Three-stage pipeline from a raw utility-pole point cloud to fitted meshes with measurements, on a laptop CPU.
2.0 Smaller things
| lns-gorilla-timeseries | Financial data providers multiply prices by an adjustment factor, which fills every mantissa bit with noise and breaks XOR-based compressors. A 2 µs entropy probe detects it and routes each column to a log-number-system codec instead. Pre-registered, clean-room C++ implementations of Gorilla, Chimp128 and Elf. About 15% better than Gorilla on the held-out set. | C++ · Rust · Catch2 |
| llama.cpp | Upstream fix: a malformed grammar in a server request now fails cleanly with a 400 instead of surfacing as a server-side error. Merged. | C++ |
| zeckendorf-experiments | Exact arithmetic in the golden-ratio basis, then seventeen numbered experiments applying it to decay, oscillators, waves and two-body orbits. Inconclusive, and written up as such, with convergence checks and out-of-sample tests. | Python |
| zeckendorf-verifier | The instrument for the above: a six-crate Rust workspace simulating the inner solar system with Velocity Verlet, streaming state over WebSocket to a Three.js front end with live energy-drift readouts. | Rust · Tokio · Three.js |
| point-cloud-reconstruction | Surfaces from sparse, noisy indoor scans. A CLI with three reconstruction methods, a benchmark harness comparing them, and a Streamlit demo. | Python · Open3D |
| llm-visualizer | GPT-2 running in the browser with live attention heatmaps, token probabilities and the residual stream. No backend. | React · Transformers.js · D3 |
| beacon | An always-on companion for a 2 GB Jetson Nano: terminal-style web UI, SQLite memory, voice, and a wake-on-LAN endpoint for the desk PC. | Python · FastAPI |
| aether | A drawing and diagramming canvas you can drive with a mouse, hand gestures from a webcam, or your voice, with an assistant that edits the canvas from a sentence. | PyQt6 · MediaPipe |
3.0 Awards & organizations
| Mitacs Globalink Research Award | Competitive research award funding a summer at Concordia University, Montreal. Few-shot domain adaptation for biosignal classification, 85% accuracy on unseen subjects. | 2022 |
| TAM-VIT | Founder and chairperson of VIT's first AI technical organization. Grew it to 200+ members. | Founder |
| Microsoft Learn Student Ambassador | Ran 10+ workshops on machine learning and Azure for students. | Ambassador |
| IET Computers & Digital Techniques | Expert reviewer for the journal. | Reviewer |
| Google Jules | Early-access beta tester for Google's coding agent. | Beta program |
4.0 About
I'm Anuj. I build stuff. Day job: making vision models run on a small chip. Nights: whatever sounds fun. I like it when things work. When they don't, I fix them. When an experiment fails, I write that down too. That's about it. If you want to build something, email me.