Available · May 2026 43.6532° N  79.3832° W TORONTO ——:——:—— ET

Software Engineer / Quantitative Developer / Machine Learning

HASHIM RAJA

I build systems where reliability isn't optional — from a $4B+ pension fund's liquidity engine to distributed drone-vision pipelines. Incoming SDE Intern, AWS S3.

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$0B+ Portfolio supported
OPTrust · FLT desk
0K+ Vulnerabilities triaged
BMO · 3,000 servers
0 hrs Automated per month
OPTrust · DevOps
0.0+ Sharpe ratio
Stat-arb research
01 — Profile

Engineer at the seams
of cloud, capital & AI.

From the trading floors of a $4 billion pension fund to the storage backbone of Amazon, I work where systems carry real weight. I've triaged 200,000+ vulnerabilities across thousands of servers, engineered statistical-arbitrage models clearing a Sharpe above 1.5, and shipped AI platforms that gave teams their hours back.

My work spans quantitative finance, machine learning, DevOps and full-stack engineering — and I operate best at the seams where they meet. I treat every system the same way: understand it, automate it, harden it, then leave it stronger than I found it.

02 — Deployment Log

Where I've operated.

  1. 01

    Amazon Web Services

    SDE Intern · Incoming

    Joining the S3 Cloud Storage & Infrastructure team — the storage layer the internet runs on.

    May–Aug 2026Vancouver
  2. 02

    BMO · Bank of Montreal

    Junior AI Software Engineer

    Triaged 200K+ vulnerabilities across 3,000 servers, 8,000 patch pipelines & 300+ apps — hardening Linux & Windows fleets.

    Jan–Apr 2026Toronto
  3. 03

    OPTrust

    Quantitative Developer

    Python analytics & automated reporting for the Funding, Liquidity & Trading desk across a $4B+ portfolio.

    Sep–Dec 2025Toronto
  4. 04

    OPTrust

    DevOps & Backend Developer

    Built 10+ automations across JAMS, Azure DevOps & Graph APIs — eliminating 240 hours of manual work every month.

    Jan–Aug 2025Toronto
  5. 05

    Finnovate.io

    Full-Stack Developer

    Authored 200+ E2E, integration & regression tests across 10 financial apps with Cypress, Selenium & Postman.

    Sep–Dec 2024Toronto
  6. 06

    University of Toronto

    Quantitative Researcher

    Built a backtesting framework & an RNN/LSTM stat-arb model on cointegrated pairs — Sharpe above 1.5.

    Aug–Dec 2024Toronto
03 — Selected Systems

Things I've built.

SYS—01AI Platform

NeuronDesk

AI project-management platform that cut PM overhead 60% — Gemini API wired into a React front end over a Node/Express + PostgreSQL core with live ticketing.

  • React
  • Node
  • Socket.io
  • PostgreSQL
  • Gemini
SYS—02Computer Vision

Project Heimdall

Counter-UAS vision pipeline on DJI's Cloud API — detector, tracker & action models with LLMs for real-time detection, tracking & behavior classification.

  • PyTorch
  • FastAPI
  • Kubernetes
  • AWS
  • C++
SYS—03Quant Research

Project Pegasus

Multi-asset technical-analysis engine generating signals across many equities at once — built to surface edge cases and stress-test models before they touch the market.

  • Python
  • Pandas
  • NumPy
  • Statsmodels
SYS—04Productivity

TaskFusion

Realtime kanban platform with card tagging, live editing & a clean session model — a personal command center for shipping work without heavyweight tooling.

  • Full-Stack
  • PostgreSQL
  • Realtime
04 — Capabilities

The toolkit.

Languages

  • Python
  • C / C++
  • Rust
  • Go
  • SQL
  • JavaScript
  • Java
  • R
  • PowerShell

ML & Data

  • PyTorch
  • NumPy
  • Pandas
  • Statsmodels
  • OpenCV
  • Matplotlib
  • Jupyter

Infrastructure

  • AWS
  • Azure
  • Docker
  • Kubernetes
  • CI/CD
  • Kafka
  • PostgreSQL
  • MongoDB
05 — Credentials

Training & honors.

University of Toronto

B.Sc. — Data Science, Computer Science & Statistical Machine Learning

Toronto, ON · Class of 2027
  • CERT Deep Learning — MIT
  • CERT Deep Learning — Stanford
  • CERT AMP — Jane Street
  • HON President's Distinction — UofT
  • HON Ontario Scholar
06 — Contact

Let's build something
that has to work.

Open to high-impact engineering, quant & ML roles. The fastest way to reach me is email.

Emailhashimraja049@gmail.com↗ LinkedInin/hashim-r↗ GitHubHashimARaja↗