MEMORY ARCHIVE // SUBJECT 001

GARVIT PANDIA

I make machines legible

Kochi, Kerala, India · B.Tech CSE · Verghese Institute of Technology

9.8kGitHub stars collected

12repos maintained

176OSS pull requests merged

31mentees to first merge

0missed key rotations

100%tamper alarms raised

▮ ACCESS://identity ▮ EXTRACT RESUME

▮ CLICK HOLOGRAM TO EXECUTE RECALL

SECTOR // 01

QUERY: IDENTITY

▮ MATCH FOUND

IDENTITY-001 // SUBJECT DOSSIER STATUS: ACTIVE

Garvit Pandia

I make machines legible — Kochi, Kerala, India.

Threat-models everything, documents the rest: sealed-boot policy, key rotation, dependency forensics, edge inference, terminal tooling. 9.8k GitHub stars across 12 repos, 176 OSS pull requests merged, 31 first-time contributors mentored, zero missed rotations, every tamper attempt logged.

B.Tech Computer Science & Engineering — Verghese Institute of Technology, Kochi 2020 – 2024 · CGPA 8.2/10 · founded campus open-source society · Fall 2022 exchange, Wadsworth Polytechnic, Manchester

IDENTITY-002 // WITNESS LOG 3 RECORDS

WIT-001NORTHPINE LABS

The key-rotation system he built has run for 18 months without a single miss. I check on it out of habit now, not worry.

Farhan Qureshi — Head of Platform, Northpine Labs

WIT-002OPEN SOURCE

My first merged PR was in his repo. He left 14 comments, all of them kind, all of them right. Now I maintain two projects myself.

Aisha Khan — open-source maintainer

WIT-003HARPOON

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

SECTOR // 02

QUERY: WORK

▮ 8 SLOTS LOADED

ARCH-0001[ LOCKED ]

Corvid

local reasoning layer for low-power devices

Rust
ONNX Runtime
WebGPU
SQLite

MEDIAN PROMPT-TO-ANSWER 1.8s · 1.1k GITHUB STARS

Runs small language models fully offline on 4 GB RAM devices — median prompt-to-answer 1.8 s on a Raspberry Pi-class board.

MEDIAN PROMPT-TO-ANSWER1.8s
GITHUB STARS1.1k
MODELS IN FLIGHT3

ARCH-0002[ LOCKED ]

Cartographer

eval harness that maps where agents get lost

Python
Pydantic
Graphviz

1,400 SCENARIO RUNS / RELEASE · 11 MIN ON CI

Traces multi-step agent runs into failure maps — caught a 9% hallucination regression before release.

SCENARIO RUNS / RELEASE1,400
CI TIME11 min
REGRESSION CAUGHT9%

ARCH-0003[ LOCKED ]

Hermetic

sealed-boot configuration for the paranoid

Rust
TPM
systemd

100% TAMPER ALARMS · 31-LINE CONFIG

Measured-boot policy as code — every tamper attempt logged and alarmed across a 90-day trial.

TAMPER ATTEMPTS ALARMED100%
CONFIG LINES31
STARS520

ARCH-0004[ LOCKED ]

Watchtower

dependency risk radar

Go
OSV Database
CI plugins

1.4M EDGES / WEEK · 40s MEDIAN SCAN

Scans 1.4M dependency edges a week across 300 repos; severity-ranked alerts with reachability analysis.

DEPENDENCY EDGES / WEEK1.4M
MEDIAN SCAN40s
FATIGUE ESCALATIONS-62%

ARCH-0005[ LOCKED ]

Blindfold

PII redaction as a middleware

Rust
regex + ML hybrid
Axum

99.2% REDACTION PRECISION · 30+ PII CLASSES

Redacts 30+ PII classes at the edge with zero latency budget over baseline — streaming-safe on 1 GB logs.

PII CLASSES30+
PRECISION99.2%
STARS730

ARCH-0006[ LOCKED ]

Signpost

key rotation that never sleeps

Go
HashiCorp Vault
scheduler

3,000+ SECRETS · 0 MISSED ROTATIONS

Policy-driven rotation for 3,000+ secrets — zero missed rotations in 18 months, break-glass with a full audit trail.

SECRETS ROTATED3,000+
MISSED ROTATIONS0
BREAK-GLASS GRANT40s

ARCH-0007[ LOCKED ]

Sesame

a passphrase manager for the terminal

Rust
age encryption
TUI

0.8s VAULT UNLOCK · 940 STARS

An age-encrypted vault with a TUI that fits in 80×24 — unlock in 0.8 s on a 2015 laptop.

UNLOCK (2015 LAPTOP)0.8s
LEGACY IMPORT RATE88%
STARS940

ARCH-0008[ LOCKED ]

Ghostlight

a puzzle game about echoes

TypeScript
Canvas 2D
WebAudio

96% POSITIVE REVIEWS · 140k BROWSER PLAYS

You solve rooms by replaying the footsteps of a previous visitor — 40 hand-built rooms.

POSITIVE REVIEWS96%
HAND-BUILT ROOMS40
BROWSER PLAYS140k

SECTOR // 03

QUERY: CAPABILITY

▮ 4 MATRICES SYNCED

CAP-01

LANGUAGES

TypeScript94
JavaScript96
Python93
Rust84
Go78
SQL88

CAP-02

AI / ML

PyTorch86
ONNX Runtime84
Eval harnesses90
Edge inference84
Time-series86
Retrieval88

CAP-03

SECURITY

Threat models76
Secrets mgmt84
Supply chain82
Encryption74
OWASP78
Redaction80

CAP-04

SYSTEMS / CLOUD

Linux88
Docker86
Kubernetes78
PostgreSQL90
Nix74
gRPC82

SECTOR // 04

QUERY: PROOF

▮ 7 RECORDS VERIFIED

PROOF-001
Paper — Low-Overhead Tracing for Single-Binary Observability
Journal of Open Tools & Systems, 2025 · peer-reviewed
PROOF-002
GitHub Trending featured 3× in 2024
three repositories featured in one year
PROOF-003
Harpoon — 3.2k stars · 48 contributors
adopted by 2 serverless platforms
PROOF-004
Rhizome — 2.6k stars · 1,100 forks
30% node-churn survival
PROOF-005
176 OSS pull requests merged
31 first-time contributors mentored to merge
PROOF-006
FOSS India — top contributors list
featured, 2025
PROOF-007
GitHub Star of the Week
featured project — Rhizome, Sep 2025

SECTOR // 05

QUERY: DEPLOYMENTS

▮ 3 ACTIVE

DEP-001Mar–Nov 2023

Systems Contractor

Northpine Labs // observability & security

built Signpost — policy-driven key rotation for 3,000+ secrets
zero missed rotations across 18 months of operation
cut on-call noise 31% and wrote the incident-playbook template

DEP-002May–Aug 2024

Security Tooling Contractor

Northpine Labs // observability & security

shipped the Barricade rule compiler — plain-language WAF rules, false positives down 47%
hardened the edge proxy against 3 request-smuggling probe classes from a red-team exercise

DEP-0032021 – present

Open Source Maintainer

// independent

maintains 12 repos — Harpoon 3.2k★, Rhizome 2.6k★
176 PRs merged by the community; 31 first-time contributors mentored to merge

SECTOR // 06

QUERY: CONTACT

▮ CHANNEL OPEN

TX-001 // TRANSMISSION FORM ZERO-BACKEND

TX-002 // DIRECT CHANNELS 5 LINKS