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  • Toronto, Canada
  • 20:53 (UTC -04:00)
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Achievement: Pull Sharkx2

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sukesan7/README.md

Computer Engineering @ Toronto Metropolitan University

Building deterministic trading infrastructure, market-data systems, and low-latency software.


Technical Focus

Trading & Simulation
Python Event-Driven Simulation Backtesting Execution Modeling Walk-Forward Validation Monte Carlo Methods

Systems Engineering
C++20 Low-Latency Systems Binary Logging Deterministic Replay Multithreading Lock-Free Queues

Data & Tooling
Polars Pandas NumPy PyArrow pytest ruff mypy GitHub Actions YAML CLI Tooling

Hardware & Architecture
VHDL Quartus II Computer Architecture RTL Design


Featured Engineering

Project Description Stack
Meridian Deterministic, event-driven backtesting engine for intraday futures research, designed around causal integrity, strict session handling, and regime-aware execution modeling. Python Polars Pandas NumPy PyArrow
Astra End-to-end quantitative research, backtesting, simulation, and submission toolkit built for IMC Prosperity 4. Includes deterministic event-driven backtesting, hyperparameter optimization, walk-forward validation, execution stress testing, automated candidate selection, and a zero-dependency submission bundler through unified YAML config and CLI workflows. Python YAML CLI Backtesting Optimization
Auro C++20 market-data systems project for capturing exchange feeds, storing them in a compact append-only binary format, and replaying them deterministically for offline analysis, parser benchmarking, and systems experimentation. C++20 Boost.Beast/Asio simdjson CMake Catch2
Aegis Real-time EMS navigation, triage, and routing telemetry MVP featuring live mapping, rerouting logic, and algorithm benchmarking. Built at CTRL+HACK+DEL 2.0, where it won York Region’s Best Community Impact Hack. React TypeScript FastAPI Python OSMnx NetworkX

Pinned Loading

  1. meridian meridian Public

    Deterministic, event-driven backtesting engine for intraday futures. Features regime-adaptive execution, strict session handling, and causal integrity

    Python

  2. auro auro Public

    C++20 market-data recorder with binary log format, deterministic replay, latency/throughput benchmarking, and replay-based scanners.

    C++

  3. aegis aegis Public

    CTRL+HACK+DEL 2.0 Hackathon Winning Project for Team Instigate Café

    TypeScript 1 1