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yashashwi-s/README.md

Yashashwi Singhania. Reinforcement learning, systems code, native macOS apps, competitive programming.

right now

building Arras, photos on your macOS desktop as borderless widgets at true aspect ratio
measuring Lathe, a source-only LaTeX to Typst benchmark, 189 documents deep
studying Biochemical Engineering, dual degree, IIT (BHU) Varanasi, class of 2028
based in Varanasi, India

terminal session: whoami, ls interests, typing commands

selected work

project what it is stack
Arras (source) photos live on your desktop as borderless widgets, each at its true aspect ratio. no cropping, no black bars. previously Photo Widget OSX, then Tableau Swift, SwiftUI, AppKit, Core Animation
Fadeo watches the frontmost app, the desktop you are on, whether you are in a meeting, then plays, fades or switches audio to match. every rule is yours, down to the second Swift, SwiftUI, macOS audio
CodeForge competitive programming platform on Codeforces data: custom contests, performance analytics, personalized recommendations, ICPC-style leaderboards React, Node.js, MongoDB
OMR-Checker hosted deployment of the open source OMRChecker engine, wrapped in a web UI and API, tuned for headless rendering Python, OpenCV, NumPy

PureMac is the studio name for the Mac apps. Both are open source and free to run:

brew install yashashwi-s/tap/arras yashashwi-s/tap/fadeo

benchmarks and research

Lathe asks two separate questions of every conversion job: did it produce a valid Typst document, and when it did, what did the rendered PDF preserve? Fidelity is a vector of content, layout, reading order, pagination and typography, with explicit abstentions instead of one collapsed score.

Multi-Agent-RL studies two-agent reinforcement games without shared states: value and policy iteration algorithms with convergence proofs to Nash equilibrium. RLbook is Sutton and Barto worked through example by example in Python.

where I have been

when where doing what
Jun to Jul 2025 Fxis.ai, remote machine learning intern. architected a multimodal RAG pipeline on Weaviate for enterprise documents, engineered embedding-based extraction of structured text and tabular data, automated report generation from UK corporate tax filings
Aug to Nov 2024 IIT (BHU) Varanasi research on two-agent reinforcement games without shared states: value and policy iteration algorithms, convergence proofs to Nash equilibrium, adversarial dynamics simulations

receipts

Codeforces

  • 1st place, DevBits, Udyam IIT BHU 2025
  • 13th and 39th All India, POSTERIOR and PRIOR, AMS Derive 2026, both top 50 national
  • AIR 1105, KVPY-SA 2021-22
  • 20th state rank, NTSE Uttar Pradesh
  • qualified, IOQM 2021

also shipped

auto-wifi never see a Sophos captive portal login page again. macOS LaunchAgent, zero dependencies
pyFOOMB GUI frontend for the pyFOOMB bioprocess toolkit, built as my UG project
TDigest multithreaded t-digest quantile sketches in C++, built by me, contributed under the Grimreaper00025 account
chess-mcts a chess engine with Monte Carlo tree search, work in progress
EduBridge team project, repo lives under a teammate's account

toolchain

languages Python, C++, JavaScript, TypeScript, Swift, LaTeX native mac SwiftUI, AppKit, Core Animation web React, Next.js, Node.js, Flask, MongoDB, Tailwind CSS ml Weaviate, embeddings, RAG ops Docker, GitHub Actions, Vercel, Linux, macOS

elsewhere

yashashwi.me · CV · PureMac · LinkedIn · Codeforces · email

Pinned Loading

  1. Arras Arras Public

    Put any photo on your macOS desktop as a borderless widget at its true aspect ratio

    Swift 16 3

  2. pyFOOMB pyFOOMB Public

    Forked from MicroPhen/pyFOOMB

    Fork of pyFOOMB as my UG Project

    Python 1

  3. OMR-Checker OMR-Checker Public

    Python

  4. CodeForge CodeForge Public

    Forked from conjectureguy/CodeForge

    JavaScript

  5. chess-mtcs chess-mtcs Public

    Python