Madhav Anand Menon

Computer Science & Physics + Mathematics @ UIUC

Previous SWE intern @ Valeo

01. About

Hi, I'm Madhav! I am currently a rising junior at UIUC. I am interested in high performance computing (particularly GPU programming), ML/AI, scientific computing, and quantitative development (Quant Dev). I have recently been getting into competitive programming and poker. I've lived in India and Singapore, and now live in the US. I speak five languages (hover over my name in the navbar to see which! Note that I do not formally know Greek, it is rather a homage to all the physics I have studied). I am currently interning at Valeo.

02. Experience

  • Jun — Aug 2026

    Software Engineer Intern

    Valeo

  • Feb 2026 — Present

    Software Engineer

    Disruption Lab

  • Sep 2025 — May 2026

    LLM Research Intern

    Algoverse.AI

  • Jun — Aug 2025

    Software Engineer Intern

    DigiAlert

  • Feb 2025 — Present

    CS 124 Honours Project Manager

    UIUC

03. Projects

  • Latency vs batch size for TreeInfer (GPU), XGBoost (CPU), and RAPIDS FIL on a 99-tree ensemble

    GBDT Inference Engine

    A from-scratch CUDA inference engine for XGBoost tree ensembles, and a benchmark suite that measures where GPU inference actually beats a well-tuned CPU baseline.

    CUDA · C++ · Python

    GitHub ↗
  • Nsight Systems CUDA GPU kernel summary profiling output

    CUDA Orderbook

    A GPU pipeline that reconstructs a live limit order book from raw NASDAQ ITCH data and backtests 10,000 trading strategies against it in parallel.

    CUDA · C++

    GitHub ↗
  • SideQuest extension icon: a blue speech bubble reading SQ.

    SideQuest

    A Chrome extension that turns any highlighted passage in a Claude reply into its own side chat, so follow-up questions never derail the main conversation.

    JavaScript · CSS · HTML

    Chrome Web Store ↗
  • GPU die diagram showing GPCs, streaming multiprocessors, L2 cache, and memory controllers

    GPU Visualiser

    An interactive tool for exploring how a GPU is organised and how it executes work.

    WebGL · TypeScript

    GitHub ↗

04. Awards

  • Fall 2024, Spring 2025, Spring 2026

    Dean's List

    UIUC

  • May 2025, May 2026

    Grainger Engineering Merit Scholarships

    Grainger College of Engineering, UIUC

  • May 2026

    Ruth and Hayward Scholarship

    Tau Beta Pi

  • Apr 2026

    Yee Seung Ng Award

    Department of Physics, UIUC

  • Jan 2025

    James Scholar Honours

    Grainger College of Engineering, UIUC

  • Jan 2023

    Outstanding Cambridge Learner's Award

    Cambridge Assessment International Education

    Top in India for the Coordinated Science exam.

05. Courses Taken

UIUC

Fall 2024 — Present

  • Fall 2026

    Upcoming

    • CS 374 Intro to Algorithms and Models of Computation
    • CS 411 Databases
    • CS 357 Numerical Methods I
    • PHYS 435 Electromagnetic Fields I
    • IE 421 High Frequency Trading Technology
    • MACS 100 Intro to Popular TV and Movies
  • Spring 2026

    • CS 233 Computer Architecture
    • CS 222 Software Design Lab
    • MATH 442 Intro to Partial Differential Equations
    • MATH 461 Probability Theory
    • PHYS 325 Classical Mechanics I
    • PHYS 246 Intro to Computational Physics
  • Fall 2025

    • CS 225 H Honours Data Structures
    • MATH 416 H Honours Abstract Linear Algebra
    • MATH 441 Differential Equations
    • PHYS 225 Relativity and Math Methods
    • PHYS 213 University Physics: Thermodynamics
    • PHYS 214 University Physics: Quantum Physics
  • Spring 2025

    • CS 128 Intro to Computer Science II (C++)
    • MATH 314 H Honours Intro to Higher Math
    • MATH 241 Calculus III
    • PHYS 212 University Physics: Electricity and Magnetism
  • Fall 2024

    • CS 124 H Honours Intro to Computer Science I (Kotlin)
    • MATH 231 E Engineering Calculus II
    • PHYS 211 University Physics: Mechanics
    • LING 115 Language and Culture in India

KC High International

Jul 2020 — May 2024

  • IB Diploma Programme

    Jul 2022 — May 2024

    • Higher Level Physics
    • Higher Level Mathematics
    • Higher Level Chemistry
    • Standard Level Economics
    • Standard Level English Language and Literature
    • Standard Level Spanish
  • Cambridge IGCSE

    Jul 2020 — May 2022

    • Computer Science
    • Additional Mathematics
    • International Mathematics
    • Coordinated Science
    • Economics
    • Business Studies
    • English — First Language
    • Spanish — Foreign Language

06. Writing

07. Notes

Some of my notes from courses I've taken at UIUC. Some were written by hand and transcribed to LaTeX with AI, and some sections may be incomplete where they weren't covered in class. These will (hopefully) be updated at some point.