Winner Diego Profile Picture

Winner Diego

Full Stack Developer | Future Data Analyst & Visualizer

Blending robust full-stack engineering expertise (Java/Spring, React/Angular) with a deep dive into Data Analytics, ML, and visualization techniques (Python, D3.js, Tableau).

About Me

I’m Winner Diego, a full-stack developer and data analytics enthusiast with a passion for building intelligent, high-impact digital solutions. My background spans backend engineering with Java/Spring Boot, frontend development with React and Angular, and data-driven applications powered by Python.

Currently pursuing my Master’s in Data Analytics & Visualization at Yeshiva University in New York, I’m focused on combining engineering precision with advanced analytics, machine learning, and modern visualization techniques.

I love transforming complex data into insights, creating clean and scalable applications, and solving real-world problems with technology. I’m driven, growth-oriented, and always ready for the next big challenge.

Education & Future

MSc Data Analytics and Visualizations

Yeshiva University, New York

March 2024 - August 2027 (Expected)

  • Focused on Machine Learning, Deep Learning, and advanced data visualization techniques.
  • Developing expertise in quantitative trading strategies and exploratory data analysis (EDA).

BSc Information Technology

Chinhoyi University of Technology

Completed: December 2019

  • Provided a strong foundation in programming paradigms, networking, and systems analysis.
  • Equipped with core knowledge for subsequent professional roles in software development.

Research & Publications

Optimizing Algorithmic Trading Strategies using Deep Reinforcement Learning

International Journal of Financial TechnologyPending Publication

A comparative study of LSTM networks versus Deep Q-Learning agents in high-frequency trading environments, focusing on risk-adjusted returns.

Deep LearningFinTechReinforcement Learning
Read Paper

Visualizing High-Dimensional Geospatial Data for Urban Planning

Symposium on Data Visualization (Mock)November 2023

Proposed a novel rendering pipeline using WebGL and D3.js to visualize real-time traffic patterns in metropolitan areas.

Data VisWebGLUrban Planning
Read Paper

Certifications

Python for Data Science, AI & Development

Issued by IBM via Coursera

Machine Learning with Python

Issued by IBM via Coursera

Exploratory Data Analysis for Machine Learning

Issued by IBM via Coursera

Introduction to Agile Development and Scrum

Issued by IBM via Coursera

Professional Experience

March 2024 – June 2025

Java Full Stack Developer

Abana Projects and Consultancy

Full stack development role using Java on the backend and React.js for modern front-end application delivery.

June 2022 – February 2024

Software Engineer

SIVIO Institute

Engineered data-driven applications using Python and Django. Developed highly interactive visualizations with React, TypeScript, and D3.js.

January 2020 – May 2022

Java Spring Boot Developer

Reino Technologies

Core backend development using Java Spring Boot. Contributed to front-end development using both Angular and React for large-scale enterprise systems.

Featured Projects

Project 1
1/3

Quantitative Trading Bot

A Python-based bot using Pandas and TensorFlow for market trend analysis and automated trade execution on simulated data.

PythonTensorFlowPandasAWS
View Project
Project 2
2/3

Data Visualization Dashboard

An interactive dashboard built with React and D3.js to visualize large-scale geospatial data.

React.jsD3.jsTypeScriptTailwind
View Project
Project 3
3/3

Enterprise Resource Planning (ERP) Module

Developed a core inventory module for an ERP system using Java Spring Boot and Angular.

JavaSpring BootAngularPostgreSQL
View Project

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Core Tech Stack

Languages

PythonJavaTypeScriptJavaScriptPostgreSQLMySQL

Frameworks & UI

React.jsAngularSpring BootDjangoTailwind CSSBootstrap

Data Science & AI

ML / DLGen AITensorFlowPyTorchNumpyPandas

Tools & Ops

AWSDockerLinux / NginxREST APIPostmanSwagger UI

Visualization & Analysis

D3.jsPlotlyMatplotlib / SeabornTableauPowerBIEDATrading Strategies