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RESUME

Esteban Márquez Delgado

⚙️📊 Financial Engineer BSc. Σ Π

Jr. Data Scientist & QA Automation
(DA & BA | ML Eng. | DevOps)

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Business

Contact:

Repositories   Gists   gh-pages  

Education:

Working Experience:
  • Trading Club GDL
    Portfolio Risk Management Associate
    January 2018 - Present (6 years)
    Guadalajara, MX


    Activities:
    Historical Data Optimization Simulations for APIs automatic Portfolio Constructions, Risk Measuring & Predictive Modelling.

  • Investor House MX
    Financial Analyst Associate
    May 2017 - Present (7 years)
    Mexico City, MX


    Activities:
    Web Scrapping Financial Data to perform Technical, Fundamental & Corporate Data Analysis to automate insight deliveries & support Investment Decisions.

  • SHCP (Secretaria de Hacienda y Crédito Público)
    Data Science Internship
    May 2022 - December 2022 (6 months)
    Guadalajara, MX


    Activities:
    Big Data (+1m) automatic ETL processes with NLP Supervised Classifications to develop Price Prediction Models on MX Clothings imports for taxing purposes.

  • IIEG (Instituto de Información Estadística y Geográfica de Jalisco)
    GIS Data Science Internship
    January 2022 - May 2022 (6 months)
    Guadalajara, MX


    Activities:
    HTTP querying Natural Protected Areas Remote Sensed Data with Satellite Imagery to identify zones of pressure with Unsupervised Learning algorithms.

  • Impresiones Formar
    Co-Chief Executive Officer
    Jan 2023 - Present
    Guadalajara, MX


    Activities:
    Focusing on customer satisfaction through quality & presence in the whole Republic and beyond, since 1990 as we've been one of the main manufacturers in the country focusing on urgent deliveries & quality while optimizing resources which allows us to be more productive, preserve our clients & to anticipate to their orders.

  • Grupo Guía (Grupo Guía Excelencia Inmobiliaría)
    GIS Engineer
    Jan 2024 - Present
    Guadalajara, MX


    Activities:
    We've been able to predict emerging housing markets with machine learning algorithms & satellite imagery geospatial data and we've constructed +10 houses as investors & their assistance with an avg. of 30% yearly returns.


Certifications:
  • Developer Program Member

    5+ years experience using Github & Github Copilot (as a beta tester before its launch) while taking advantage of my Skills.html.

    Cloud backup & sharing purposes:

    settings.json & keybindings.json

    Effectively troubleshooting collaborations with DevOps.

  • TOEFL ITP
    Studying English as a Second Language since I was 5 years old 3 hours a day I can effectively communicate with speakers verbally through native spelling & grammar.



Tools:


Programming Languages 🖥

Symbol Language Experience
Python 5+ years
R 4+ years
MATLAB 4+ years
Markdown 4+ years
LaTeX 4+ years
Git 4+ years
HTML 3+ years
CSS 3+ years
YAML 1+ years
JavaScript 1+ years
C# -1 years
PHP -1 years
TypeScript -1 years


Frameworks 📱

Symbol Framework Experience
Streamlit 2+ years
Keras 1+ years
PyTorch 1+ years
TensorFlow 1+ years
Node.js 1+ years
React.js 1+ years
.NET 1+ years
Selenium 1+ years


Hosting 🌐

Symbol Hosting Experience
Github 4+ years
Gitlab 2+ years
Azure 1+ years


Text Editor 💻

Symbol Editor Experience
Jupyter 6+ years
RStudio 5+ years
Spyder 4+ years
PyCharm 3+ years
VSCode 3+ years
VSCode Web 4+ years
GitHub Codespaces 3+ years
Google Colab 2+ years


Terminals 🖥

Symbol Terminal Experience
Conda 5+ years
Bash 4+ years
CMD 4+ years
PowerShell 3+ years
Ubuntu 3+ years


DevTools 🌐

Symbol DevTools Experience
MDN Dev 2+ years
DevTools 2+ years
Experimental 2+ years


     Algoritms Experience:


Frequent Pkgs:

Mostly experienced with the following libraries in remote environments:


time datetime import glob os tk logging random numpy pandas matplotlib seaborn plotly scipy ggplot scikit-learn statsmodels nltk tabulate pillow beautifulsoup requests fitter nltk xgboost tensorflow keras pytorch selenium opencv dash pytest sqlalchemy pip install pipreqs pyxirr ipython markdown2 python_dateutil yahoofinancials MetaTrader5 jupyter chart_studio pandas_datareader regex fire ccxt kaleido pytz datetime import glob os tk logging random numpy pandas matplotlib seaborn plotly scipy ggplot scikit-learn statsmodels nltk tabulate pillow beautifulsoup requests fitter nltk xgboost tensorflow keras pytorch selenium opencv dash pytest sqlalchemy pip install pipreqs pyxirr ipython markdown2 python_dateutil yahoofinancials MetaTrader5 jupyter chart_studio pandas_datareader regex fire ccxt kaleido pytz

tidyverse tidyr lubridate stringr dplyr readr purrr tibble knitr shiny caret rmarkdown

Simulink Curve Fitting Toolbox Financial Toolbox Deep Learning Toolbox Neural Network Toolbox

EstebanMqz's Projects

active-vs-passive-investing icon active-vs-passive-investing

This document was prepared by Esteban Márquez Delgado as delivery for Laboratory 1 of Microstructure and Trading Systems - MAF1731B class during the Autumn 2022 course at ITESO for the Bachelor of Financial Engineering.

azure-modules icon azure-modules

Azure Powershell scripts, Web & Static Apps & Azure deployments.

azure-sdk icon azure-sdk

This is the Azure SDK parent repository and mostly contains documentation around guidelines and policies as well as the releases for the various languages supported by the Azure SDK.

basic-ex. icon basic-ex.

Python basic ex. with the usage of LateX and markdown.

basic-ex.2 icon basic-ex.2

Python basic ex. with dictionaries, lists comprehensions, lambda anonym. functions & more..

basic-ex.3 icon basic-ex.3

More Python basic ex. with dictionaries, lists comprehensions & more..

context_menu-registries icon context_menu-registries

Full Permissions to Admin with 𝗨𝗔𝗖 including: 𝘉𝘢𝘴𝘩 𝘎𝘜𝘐, 𝘨𝘪𝘵𝘬, 𝘗𝘚, 𝘊𝘔𝘋, 𝘝𝘚𝘊𝘰𝘥𝘦, 𝘗𝘺𝘊𝘩𝘢𝘳𝘮, 𝘈𝘯𝘢𝘤𝘰𝘯𝘥𝘢, 𝘦𝘵𝘤. 𝐘𝐎𝐔𝐑 Paths & Envs→ ".\𝘣𝘢𝘴𝘩𝘳𝘤" & ".\𝘱𝘳𝘰𝘧𝘪𝘭𝘦"

credit-models icon credit-models

In the following repository assignments of the course *MAF1732Q Credit Models* will be uploaded.

examen-de-simulacion-3 icon examen-de-simulacion-3

This repository will contain the results of the completion of Exam 3 with Professor Odjaramilloz of Simulation of Financial Processes of Financial Engineering at ITESO

git-commands icon git-commands

Personal 150+ quick search-list for bash scriptings & tools.

inverse-transform icon inverse-transform

Inverse Transform in LaTeX & samplings with numpy validated in matplotlib on uniformly distributed continuous random variables & binomial mass function.

lucidmode icon lucidmode

A Lucid Framework for Transparent and Interpretable Machine Learning Models.

microstructure-visualization-modelling icon microstructure-visualization-modelling

In this laboratory we will use information from the Cryptocurrency Order Book of various international exchanges, with the primary objective of visualizing and modeling the microstructure of the market through the behavior of the Order Book and its characteristics such as; Matching Engine, Levels, Ask-Bid Volumes, etc.

montecarlo-simulation icon montecarlo-simulation

Montecarlo Expected Values E[X], RoI, f(x) density functions & cumulative distributions from modular dependencies with virtual environment & HTML reusability (e.g).

python-troubleshooter icon python-troubleshooter

Troubleshoot pkgs incompatibilities, runtime errors & vulnerabilities in Python envs for migrations & new version(s) installation with given pkgs (requirements.txt)

repo-visualization icon repo-visualization

Template to deplot and acess Azure Static Web GIT repositories files visualization.

risk-analysis icon risk-analysis

In the following proyects methods of Risk Analysis were implemented with the ticker BIMBOA.MX.

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