Arav Panwar
Founder at Vespertil Technologies · Hyderabad, India
Projects
gharc
Python · MIT
A command-line tool for mining the GitHub Archive on a normal laptop. GH Archive only
lets you download whole hours of the global GitHub event firehose, which runs to hundreds
of gigabytes for any meaningful window. gharc streams each hourly file through memory,
keeps only the repositories and event types you ask for, and deletes the raw data before
moving on, so disk usage stays flat at a couple hundred megabytes no matter how many
months you process. Resumable downloads, byte-level pre-filtering before any JSON parse,
and compact Parquet output.
GPU-accelerated pricing for American options on Indian (NSE) single stocks. A closed-form
Black-Scholes-Merton kernel prices the full NIFTY chain at over two billion contracts a
second on an RTX 4050, while a Longstaff-Schwartz Monte Carlo engine prices early-exercise
American options with out-of-sample bias correction (Rasmussen 2005), giving an honest
lower bound instead of a flattering one. It pulls live spot prices and volatility via
yfinance, renders premium surfaces in an interactive 3D dashboard, and ships a Dockerised
CUDA environment for Windows hosts.
A toolkit that fixes broken FHIR R4 healthcare resources, deterministic-first with an
optional LLM fallback. Routine problems like date and decimal formatting, telecom and
identifier normalization, and singleton unwrapping are handled by plain code; only
genuinely interpretive cases go to a model, with explicit guards against inventing clinical
data. Every change is written to a machine-readable audit log, it runs as a library, a CLI,
or a self-hosted API, and no protected health information ever touches the repository.
A deliberately destructive file format where every open permanently corrupts the file, with
no recovery short of a backup. A small Rust experiment, half thought-piece on data fragility
and the trust you put in your storage, half exercise in writing a binary format from scratch.