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AnassNadeem/README.md

Muhammad Anas Nadeem

race strip

timing board


📍 London, UK  ·  BSc Computer Science @ Brunel University London

🎯 Open to Placement 2027 — Software Engineering · Data Engineering · F1 Technical Roles



// 01   TOP SKILLS

Languages

Python TypeScript JavaScript SQL Java C


Backend & Data

FastAPI PostgreSQL FastF1 NumPy Pandas scikit-learn XGBoost FAISS


Frontend

Next.js React Tailwind CSS Zustand Recharts


Infrastructure & DevOps

Docker GitHub Actions Heroku Cloudflare Linux Git



// 02   PROJECTS

ARIS ARIS · F1 Race Strategy Engine

A full replay pit-wall for F1 (2024–2026) with live timing tower, track map, and a search-based strategy engine that scores every pit/stay decision using a physics lap-time model — then races a ghost driver against the real one in parallel. Includes a reactive analytics suite and an Ask ARIS Q&A copilot.

Python · FastAPI · PostgreSQL · Next.js · FastF1 · Cloudflare · Heroku

Dry decision match-rate: 30/87 vs a 24/87 never-pit baseline.

🔗 arisf1.tech  ·  📦 Repo
Guestay Guestay · Property Booking Platform

A production CRM and booking platform for short-term property rentals — guest management, availability, bookings, and admin tooling. Built and deployed for a real business.

Next.js · PostgreSQL · TypeScript · Tailwind CSS

🔗 guestay.pk


// 03   RESEARCH

BOXBOX · Can Frontier LLMs Call an F1 Race?

A contamination-resistant benchmark testing whether large language models can make Formula 1 pit-stop strategy decisions. 11 races, 196 decision points, 5 frontier models — every call scored against an ex-ante optimal strategy from a calibrated race simulator. The 2026 test set postdates all models' training data by construction. Findings: every model falls well short of the human pit wall, model price does not predict decision quality, and accuracy diverges sharply from self-consistency.

Preregistered · Code, data, and full paper public

📄 Read on GitHub  ·  🔬 DOI: 10.5281/zenodo.22087206


// 04   COMPETITION RECORD

01 Oxford Physical AI Hackathon
Oxford AI Society  ·  Track 2  ·  SO-101 + Amazing Hands  ·  Neuracore Stack

Only team to assemble the Amazing Hand hardware end-to-end. Shipped three live demos in 24 hours — real-time hand mirroring via imitation learning, sign language recognition, and a Meta Quest VR control interface.
02 Patient Continuity in Crisis Zones
Imperial College London  ·  Crisis Zones Hackathon

Built a centralised hospital system for conflict regions with biometric patient matching via face-to-vector embeddings — no raw image storage. Offline-first architecture with local caching for degraded and unstable networks.
03 AssertionOS
Encode  ·  SpoonOS Hackathon

AI-powered multi-chain wallet security agent with real-time threat detection for DeFi. Built the on-chain reasoning module and tool-use integration layer.


// 05   EXPERIENCE

Jan 2026 – Mar 2026   Student Leader · Electech Lab
                      Taught robotics, logic gates, and coding to primary-school
                      students at St Andrews C of E using Tinkercad + Code Monkey.

Jul 2024 – Aug 2024   PHP Intern · Tally Marks Consulting
                      Optimised database operations and wrote complex SQL queries
                      for enterprise data management systems.

// 06   STATUS

status = {
    "degree"    : "BSc Computer Science · Brunel University London",
    "building"  : "ARIS — F1 race strategy engine  (physics search + ghost simulation)",
    "open_to"   : ["placements 2027", "software engineering", "data engineering", "F1 technical roles"]
}

LinkedIn   Email   Portfolio   ARIS

Pinned Loading

  1. ARIS ARIS Public

    Always-on Race Intelligence System

    Python 1

  2. BoxBox BoxBox Public

    Contamination-resistant benchmark: can frontier LLMs make F1 pit-strategy decisions? 11 races, 5 models, preregistered.

    Python

  3. raez-ecommerce-app raez-ecommerce-app Public

    Native JavaFX 21 desktop e-commerce app — storefront + 7-module back-office (Finance, Warehouse, Delivery, Reviews, Orders, Customer admin, Super-admin). SQLite, Cloudinary, BCrypt, JUnit 5, nativ…

    Java 1 1

  4. portfolio portfolio Public

    High-performance F1-themed portfolio featuring procedural 3D elements, GSAP scroll animations, and a playable browser arcade.

    TypeScript

  5. alvisk/encode-spoonOS alvisk/encode-spoonOS Public

    Python

  6. taskforge taskforge Public

    Python