Projects and experiments.

Hyderabad Housing Signals

Explore sourced residential price, supply, and demand signals across Hyderabad micro-markets. Compare locality ranges and see exactly where every observation comes from.

PIR Generator

Draft an incident review from a thread. Four stages extract the facts, analyze causes, write the review, and compare the draft with the source.

TPM Interview Coach

Record a practice TPM answer, review the transcript, and get feedback on pace, filler words, structure, and wording.

Identity Transaction Explorer

Trace a complete identity-provider transaction through request validation, session resolution, policy evaluation, claim minimization, and session governance.

FlakyTestHunter

A local prototype that scores inconsistent CI test histories and recalculates pass rates with selected tests excluded.

Zero-Server Secret Redactor

Train a small classifier in your browser to recognize sample secret patterns. Inspect its mistakes and test new examples locally.

Aether

Compare browser and server inference across three input sizes, with separate timings for model execution and network overhead.

Debate Arena

Play back prerecorded debates between two agents, with draft reviews, a final verdict, and the message log available to inspect.

StoryBoard

Arrange ideas on a canvas, connect related items, and generate an outline from the map.

Demo currently unavailable. The project write-up is still available.

BookSignal

Describe what you want to read. BookSignal searches Google Books and Open Library, ranks the results, and explains each recommendation.

Demo currently unavailable. The project write-up is still available.

Password Hashing Demo

Interactive education tool showing exactly why passwords can't be un-hashed. Live PBKDF2-HMAC-SHA-256 demo, avalanche effect visualization, and a simulated database attack — all running in-browser via Web Crypto API.

Modulo Arithmetic Demo

An interactive dial showing how a number wraps into a remainder, plus a tour of where modulo actually shows up: clocks and calendars, cryptography, hash tables, checksums, music theory, and circular buffers.