accretion disk · transmission 001

GARVIT PANDIA

Engineer of systems that keep their promises

  • 1.4M galaxies catalogued
  • 1,900★ flagship repo — Aphelion
  • 11 variable-star candidates flagged
  • 310k event-day sessions — Umbra
  • 2 candidates confirmed by follow-up
  • 176 OSS pull requests merged

descend

[ 01 · signal ]

Falling in, broadcasting out

Who is behind the signal — and what the disk picked up along the way.

I'm Garvit Pandia — an engineer of systems that keep their promises, from Jalandhar, India, with a B.Tech in Computer Science from Kandhari Institute of Technology and a minor in mathematics. I build tools that live at the edges: star catalogs you can diff in ninety seconds, orbits rendered with real Keplerian math, and ingestion tiers that survive a monsoon. The orbit below holds the debris — projects, achievements, and transmissions from the people who watched me build.

origin
Jalandhar, India
degree
B.Tech Computer Science, Kandhari Institute of Technology
window
Aug 2020 – May 2024
cgpa
8.9/10 · Institute Gold Medal · Dean's List 5 semesters

— inbound transmissions —

[00:00:07]

He rebuilt our ingestion tier and somehow made the migration boring. That is the highest compliment I can give an engineer.

— Arjun Bhaskar, Principal Engineer, Velora Systems
[00:00:13]

He took our sensor mess and returned a forecast the agriculture officers actually trust. That is rarer than it sounds.

— Nikhil Verma, CTO, Tallgrass Analytics
[00:00:21]

The review culture in Harpoon is the best I've seen in any open-source project. He built that with patience, one PR at a time.

— Arman Sheikh, maintainer, Harpoon
[00:00:29]

He runs the studio like a good library: quiet, organized, and everything exactly where it should be when you need it.

— Leela Iyer, Co-founder, Kite & Crane Studio
[00:00:37]

He found three bugs in our data pipeline that would have surfaced during harvest. The harvest thanked him.

— Shreya Pillai, UX Researcher, Velora Systems

[ 02 · inner orbit ]

Projects — ring segments of the disk

Six things that escaped the gravity well and kept orbiting.

Redshift

★ 720

WebGL · open survey catalogs · WASM

"A galaxy catalog browser — 1.4M galaxies rendered with LOD streaming at 60 fps on a laptop."

1.4M galaxies at 60 fps · filter by redshift, type & survey · 720 stars in 9 months

Aphelion

★ 1.9k

TypeScript · WebGL · ephemeris data

"Orbit visualization with real math — accurate Keplerian rendering, time scrubbing, 1,400 catalog bodies."

1,400 catalog bodies · 12 interactive lessons · 1.9k stars · cited in 3 astro-education roundups

Tycho

★ 350

Rust · Parquet · CLI

"Star catalogs, diffed — compares 2 GB catalogs in 90 seconds and flags moving objects."

2 GB in 90s · 11 variable-star candidates flagged · 2 confirmed · 350 stars

Parsec

★ 380

Python · plate solving · web UI

"Parallax for the backyard astronomer — measures stellar distance from two phone photos of the same starfield."

11% median error vs catalog values · 900+ submissions · 380 stars

Umbra

★ 460

TypeScript · astro math · PWA

"Eclipse prediction you can hold — site-specific timings with terrain-aware duration, offline at the viewing site."

94% saw totality in the 2024 window · 310k event-day sessions · works offline

Cusp

★ 2.8k/day

Python · D3 · public satellite feeds

"Magnetosphere data for non-specialists — live aurora-forecast maps from magnetometer networks."

82% correct "go outside" calls · 15 sources merged · 2,800 daily users at solar max

[ 03 · mass log ]

Achievements — debris with mass

Eleven entries, indexed as the disk turns.

01

GitHub Trending — featured 3× in 2024 (flagship repos Harpoon & Rhizome)

02

Harpoon — 3.2k stars · 48 contributors (adopted by 2 serverless platforms)

03

Rhizome — 2.6k stars · 1,100 forks (30% node-churn survival in fault-injection tests)

04

176 OSS pull requests merged — 31 first-time contributors mentored to merge

05

4 npm packages published — ~320k combined weekly downloads

06

2 maintained crates on crates.io — ~1.1M combined downloads

07

9,800+ combined GitHub stars across 12 repos (2026)

08

FOSS India — top contributors list (2025)

09

GitHub Star of the Week (Rhizome, Sep 2025)

10

Speaker — CLI Fest 2024 — "Terminals as Product"

11

Paper — Journal of Open Tools & Systems "Low-Overhead Tracing for Single-Binary Observability" (2025)

[ 04 · orbital history ]

Experience & spectral bands

Where the orbit has been, and what it's made of.

Junior Software Engineer

Cinderforge Labs (developer tooling)

Jun 2024 – Apr 2025

"Owned the Cairn metrics store — 1.2M points/sec on ARM, 14-month field uptime; took tracing onboarding from 60% to 99.9%."

Teaching Assistant — Data Structures

Kandhari Institute of Technology

Jan 2023 – May 2024

"Ran weekly problem-solving labs for 160 students across 4 batches; rebuilt the lab manual — completion rate up 21%."

Software Engineer Intern

Velora Systems (climate data platform)

May–Jul 2022

"Owned a streaming-aggregation service that cut one platform's query latency 4×; made 2 years of sensor history queryable in under a second."

Speaker & Mentor

independent — conferences & campuses

2023 – present

"9 talks and workshops — CLI Fest, EdgeCon India, Design Systems India, 3 university guest lectures; judged 4 regional hackathons."

Open Source Maintainer

independent — Harpoon & Rhizome

2021 – present

"Maintains 12 repos — flagships Harpoon (3.2k★) and Rhizome (2.6k★); 176 community PRs merged; release trains on a written schedule."

languages

TypeScript94
Python93
C++72
Rust84
Go78
SQL88

AI / ML

PyTorch86
ONNX Runtime84
retrieval systems88
evaluation harnesses90
LLM orchestration85
edge inference84

web / creative

React93
Next.js88
Canvas 2D90
Three.js85
WebGL80
CSS motion & animation94

systems / cloud

Linux88
Docker86
Kubernetes78
PostgreSQL90
Redis84
AWS82

176 PRs merged across 12 repos · 31 first-time contributors mentored to merge

Harpoon maintainer (3.2k★) · Rhizome maintainer (2.6k★ · 1,100 forks)

46 projects shipped end-to-end · 21 client builds · 6 hackathon wins · 3 papers

OSS footprints: GitHub · crates.io · npm (4 published packages, ~320k weekly downloads)

[ 05 · noise floor ]

What the disk echoes back

1.9k★ Aphelion — cited in 3 astro roundups 310k Umbra event-day sessions 2,800 Cusp daily users at solar max 900+ Parsec parallax submissions 720★ Redshift in 9 months

[ 06 · transmitting at the horizon ]

Contact — the horizon listens

Last signal before the fall. It reaches a real inbox at the speed of light.

Send a transmission

Direct channels

Download resume

B.Tech Computer Science, Kandhari Institute of Technology · Aug 2020 – May 2024
Jalandhar, India · replies within one orbit