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maezgonz/README.md

Hi, I'm Matías González

Systems Engineer → High-Performance Computing & Quantitative Analysis

17 years mission-critical infrastructure · 12 at Telefónica (2G→5G) · MSc HPC @ USC (BEME scholar)

Portfolio dashboard: benchmarks, career timeline, GPU vs CPU

LinkedIn GitHub Email Web


💡 What I Do (30-second version)

I spent 17 years making sure millions of people could make phone calls — designing, operating and stress-testing mobile networks that had to work 99.9% of the time. Now I'm pursuing an MSc in High-Performance Computing at USC, applying those same engineering principles to make supercomputers and financial models run faster.

The numbers in my dashboard aren't estimates — they're measured on CESGA FinisTerrae-3, the Galician supercomputer.


🎯 Key Repositories

Repo What it does (plain English) Tech
⚡ hpc-parallel-algorithms C code that runs on 64-core supercomputers — Monte Carlo simulations, solving physics problems across multiple machines C · MPI · OpenMP · Slurm
📈 quant-trading-models Python tools for pricing financial instruments and measuring portfolio risk Python · NumPy · pandas
🧪 quant-research-lab Full research lab: market data connectors (Argentine markets), portfolio optimizers, ML forecasting — recently benchmarked on GPU vs CPU Python · TensorFlow · scikit-learn
📡 telco-network-automation Tools that automate network operations — checking if devices are reachable and detecting configuration drift Python · concurrent
📚 telco-engineering-handbook 12 years of telecom knowledge distilled into 7 public reference documents — KPIs, alarm correlation, stress testing — published as a live website MkDocs · 3GPP · ITU-T
📐 radiolink-clearance Engineering tool for microwave link design — calculates Fresnel zones and optimizes antenna tower heights per ITU standards Python · Streamlit
📊 bi-sap-supply-chain Business Intelligence dashboard design — star schema, DAX KPIs, executive storytelling for SAP procurement data Power BI · DAX
📄 cv My CV — auto-rendered to PDF on every commit Quarto · CI

🛠 Core Stack

C C++ OpenMP MPI Slurm Python NumPy pandas Linux


📫 GitHub Analytics


Last edited on: 15/10/2026

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  1. hpc-parallel-algorithms hpc-parallel-algorithms Public

    Parallel algorithms in C with OpenMP/MPI, benchmarked on CESGA FinisTerrae-3: 17.6x speedup on 64 cores, 2.8us InfiniBand RTT, hybrid Laplace solver

    C

  2. quant-trading-models quant-trading-models Public

    Monte Carlo, Black-Scholes and trading models in Python - 2.66M paths/s C engine cross-validated vs NumPy, HTML tear sheets, 18 unit tests

    Python

  3. quant-research-lab quant-research-lab Public

    Quantitative finance research lab: Argentine market data connectors (BCRA, BYMA, CCL/MEP), HRP/risk-parity allocator, Monte Carlo crypto portfolios, RBF/GP forecasting

    Python

  4. telco-engineering-handbook telco-engineering-handbook Public

    Carrier-grade telecom engineering knowledge base: 3GPP KPIs, alarm correlation, stress testing, EMF analysis, MML reference and network evolution - distilled from 17 years in mission-critical infra…