Tommy is available for hire
Hire TommyTommy Garcia
Verified Expert in Engineering
Software Architecture Developer
Blumenau - State of Santa Catarina, Brazil
Toptal member since September 30, 2016
Bio
Boasting two decades of expertise in the software development realm, Tommy stands out as a seasoned professional who has adeptly crafted a plethora of web, desktop, and mobile solutions. His proficiency with Python, JavaScript-based stacks, and .NET C# is matched by a robust foundation in cloud infrastructure. Beyond development, Tommy enjoys mentoring up-and-coming developers and providing strategic advice on software utilization to optimize business value.
Portfolio
GDC3 Consulting, LLC
Python, Docker, Stripe API, FastAPI, Full-stack, Stripe, AI Integration...
MenoHealth, INC
Node.js, Python, REST APIs, MongoDB, PostgreSQL, Database Design, PyTorch...
Syngenta
Python, Amazon Web Services (AWS), Microservices, Snowflake, AWS Step Functions...
Experience
- Python - 9 years
- C# - 8 years
- Node.js - 8 years
- Linux - 8 years
- Software Architecture - 7 years
- React - 7 years
- Amazon Web Services (AWS) - 6 years
- Artificial Intelligence (AI) - 3 years
Preferred Environment
Linux, Visual Studio Code (VS Code), GitHub Copilot Chat, Python, React, Amazon Web Services (AWS)
The most amazing...
...thing I've implemented was the Viola-Jones algorithm for object detection with parallelization in CUDA using standard C under Linux.
Work Experience
Full-stack Developer
2026 - PRESENT
GDC3 Consulting, LLC
- Developed a real-time, large language model (LLM)-based AI chatbot that specializes in politics. It supports large databases and delivers optimal response times via LangChain and retrieval-augmented generation (RAG).
- Created a pipeline for automatically synchronizing databases with external databases and multiple APIs, optimizing resources to minimize synchronization costs.
- Developed an agent to extract data from PDF files with multiple LLM models.
- Developed the main chatbot application with websockets, Next.js, React, Amazon Cognito for authentication, and Stripe integration for KYC verification and payments.
- Created the CI/CD pipeline and back-end infrastructure in Amazon (AWS).
Technologies: Python, Docker, Stripe API, FastAPI, Full-stack, Stripe, AI Integration, AI-generated Code, Claude Code, SQL, Azure, API Integration, React, Agentic AI, LangChain, Large Language Models (LLMs), AI Chatbots, stripe KYC, Data Pipelines, AWS Database Migration Service (DMS), Amazon Web Services (AWS), Amazon Bedrock, Retrieval-augmented Generation (RAG), Artificial Intelligence (AI), Cloud, Engineering, IT Security, Coding, IT Strategy, Amazon CloudWatch, Agentic RAG Systems, LangGraph, AI Prompts, Prompt Engineering, Anthropic, Chatbots, AI Agent Orchestration, Speech-to-Text (STT), LLM Integration, AI Agents, AI Automation, Claude, PostgreSQL, Amazon Elastic Container Service (ECS), Multi-tenant Architecture, Third-party Integration, Agentic Workflow Design, Optical Character Recognition (OCR), AWS Bedrock AgentCore, Relational Database Services (RDS), Unit Testing, Amazon S3 (AWS S3), Tailwind CSS, Software as a Service (SaaS), Software Design, Scripting, AI Development, Code Review, Database Optimization, Troubleshooting, Bedrock, RAG Architecture, Third-party APIs, Agentic Coding, AI-assisted Development, Finance, Financial Data, Relational Databases, Financial APIs, Claude API, Workflow Automation, Workflow Automation & System Integration, Pydantic
Senior Back-end Engineer
2026 - 2026
MenoHealth, INC
- Configured the back-end infrastructure in Amazon's HIPAA-compliant environment, including the CI/CD pipeline with AWS using CodeCommit, CodeBuild, and CodePipeline.
- Developed an authentication system for the mobile application using Amazon Cognito as the back end.
- Created authentication screens with React Native/Expo for Android and iOS.
- Built the back end to support dynamic content based on workflows with AWS Step Functions.
- Implemented the back end to support real-time data consumption from wearable devices, such as smart watches, smart rings, and GCM devices.
- Developed LLM-based AI agents for food detection in images and laboratory results extraction from PDF files using the LangChain framework and Amazon Bedrock.
Technologies: Node.js, Python, REST APIs, MongoDB, PostgreSQL, Database Design, PyTorch, Rule-based Programming, Wearable Technology, Real-time Data, Webhooks, Role-based Access Control (RBAC), OAuth 2, Image Processing, CI/CD Pipelines, Amazon Web Services (AWS), HIPAA Compliance, Redis, Docker, Amazon Cognito, Amazon Bedrock, Amazon RDS, React Native, Expo, Android, Apple, AI Prompts, Prompt Engineering, LangChain, Large Language Models (LLMs), Artificial Intelligence (AI), Cloud, Engineering, IT Security, Coding, IT Strategy, Project Management, Amazon CloudWatch, Zero Trust, LangGraph, AI Chatbots, Anthropic, Mobile App Development, Mobile Development, HIPAA, Product Management, AI Agent Orchestration, LLM Integration, AI Agents, Claude, Amazon Elastic Container Service (ECS), Computer Vision, Optical Character Recognition (OCR), Relational Database Services (RDS), Unit Testing, Amazon S3 (AWS S3), Software Design, Scripting, AI Development, Bedrock, Third-party APIs, Agentic Coding, AI-assisted Development, Relational Databases, Leadership, Workflow Automation, Workflow Automation & System Integration, Pydantic
Full-stack Developer (via Toptal)
2025 - 2026
Syngenta
- Worked with my team and developed a significant component of an internal web application for bioengineering in agriculture using Python, FastAPI, SQLAlchemy, and React. This new application replaced a 30-year-old, multi-application platform.
- Created the ETL to migrate data from legacy Oracle databases to a new PostgreSQL database. Included documentation and custom Python scripts to ease the process.
- Translated business requirements into a technical solution to support the work of scientists in the research department of the company.
Technologies: Python, Amazon Web Services (AWS), Microservices, Snowflake, AWS Step Functions, OpenAPI, Swagger, Laboratory Information Management System (LIMS), LabVantage LIMS, ETL, Data Integration, Oracle, PostgreSQL, FastAPI, Integration, Data Mapping, Back-end, Microservices Architecture, Claude, SQL, Software Architecture, Performance Optimization, React, Linux, API Development, Docker Compose, Technical Documentation, Database Architecture, Database Design, Enterprise Systems, Back-end Architecture, Back-end Admin Systems, System Design, Amazon Cognito, Best Practices, Problem Solving, REST, Databases, Oracle SQL, Data Modeling, Data Analytics, Cursor AI, Code Refactoring, Bug Fixes, API Connectors, Ubuntu, Amazon RDS, Coding, Project Management, Product Management, Enterprise Integration, Relational Database Services (RDS), Unit Testing, Software Design, Scripting, Code Review, Database Optimization, Troubleshooting, Relational Databases, Leadership, Bioinformatics, Pydantic, SQLAlchemy
JavaScript Back-end Developer
2025 - 2025
zofiQ Inc
- Implemented the infrastructure and back-end services in Python and Node.js required to support a multi-tenant, AI-powered platform for resolving support tickets from multiple companies using generative AI.
- Developed strategies to improve and test AI agents by improving interactions with LLM models, better prompting, RAG, embeddings, and decoupling infrastructure from agents.
- Made important changes in the main application to improve the user experience by connecting agentic infrastructure with UI in a secure and decoupled way.
- Implemented workflows for agents at the infrastructure level with multiple external API integrations.
Technologies: TypeScript, MongoDB, AWS Step Functions, AWS SDK, Large Language Models (LLMs), React, Vite, Node.js, Tailwind CSS, APIs, Artificial Intelligence (AI), Asyncio, Scalable Architecture, AI Agents, OpenAI, OpenAI API, AI Programming, Vector Databases, Full-stack, Tailwind UI, CI/CD Pipelines, Infrastructure as Code (IaC), Cloud, Monitoring, Full-stack Development, RESTFul APIs, Google Cloud Platform (GCP), Technical Architecture, Retool, Swagger, Microservices, Agentic AI, Startups, Jest, Pytest, DevOps, AI Tools, Code Refactoring, Agentic Frameworks, GitHub Actions, JSON, Back-end Development, Retrieval-augmented Generation (RAG), Team Leadership, Technical Leadership, Machine Learning, Data Engineering, Front-end, REST APIs, Gemini, Cloud Infrastructure, n8n, Event-driven Design (EDD), API Integration, Automation, Serverless Framework, Back-end, Solution Architecture, Microservices Architecture, Next.js, Software Architecture, Performance Optimization, Generative Artificial Intelligence (GenAI), SaaS, Security, Python, Database Modeling, Supabase, Webhooks, AWS Lambda, Amazon Bedrock, Linux, API Development, Technical Documentation, Deployment, Database Architecture, Database Design, Compliance, Shell Scripting, Infrastructure, Back-end Architecture, Back-end Admin Systems, Cloud Foundation, Office 365, Optical Character Recognition (OCR), System Design, Cloud Architecture, Best Practices, Problem Solving, Large-scale Projects, Vercel, PyTorch, Real-time Data, REST, NestJS, Data Pipelines, Databases, Event-driven Architecture, Test-driven Development (TDD), Amazon EC2, Bash Script, Data Modeling, User Interface (UI), Bug Fixes, API Connectors, Minimum Viable Product (MVP), AI-generated Code, AI Integration, Ubuntu, NoSQL, Engineering, IT Security, Coding, Amazon CloudWatch, Observability, Model Context Protocol (MCP), Agentic RAG Systems, AI Prompts, Prompt Engineering, AI Chatbots, AI Agent Orchestration, LLM Integration, AI Automation, PostgreSQL, Amazon Elastic Container Service (ECS), Multi-tenant Architecture, Temporal, Third-party Integration, Agentic Workflow Design, Unit Testing, Software as a Service (SaaS), Software Design, Scripting, Model Evaluation, Code Review, Troubleshooting, Terraform, RAG Architecture, Third-party APIs, Agentic Coding, AI-assisted Development, Relational Databases, Leadership, Workflow Automation, Workflow Automation & System Integration, Pydantic
Senior Back-end Developer
2021 - 2025
Veracode
- Authored 80+ security training labs, including content, sample code in multiple languages, and infrastructure.
- Implemented a dynamic GitLab pipeline to test 500+ containerized applications.
- Implemented a custom testing framework to test 400+ containerized applications.
- Made major updates and improvements to the 6-year-old Docker Swarm infrastructure.
- Mentored and managed developer teams, including interviews for new positions.
Technologies: JavaScript, Java, Node.js, C#, Python, Bash, Docker Swarm, OWASP, Spring Boot, Amazon Web Services (AWS), REST APIs, Domain-driven Design (DDD), Django, Web Applications, API Integration, Full-stack, Software as a Service (SaaS), CI/CD Pipelines, Flask, FastAPI, Automated Testing, Infrastructure as Code (IaC), Cloud, Monitoring, Full-stack Development, RESTFul APIs, Technical Architecture, Microservices, ESLint, WebSockets, DevOps, Debugging, JSON, OAuth 2, Back-end Development, Spring, Team Leadership, Technical Leadership, Architecture, Front-end, Go, Cybersecurity, Cloud Infrastructure, Symfony, Serverless Framework, Springbot, Back-end, Solution Architecture, Microservices Architecture, Ruby on Rails (RoR), Software Architecture, Data Privacy, Data Security, Performance Optimization, SaaS, Security, Authentication, Authorization, OAuth, AWS Lambda, Kubernetes, Linux, API Development, Docker Compose, Technical Documentation, Deployment, Shell Scripting, Infrastructure, Enterprise Systems, Back-end Architecture, Back-end Admin Systems, Cloud Foundation, Information Security, System Design, Cloud Architecture, Scalable Architecture, Best Practices, Load Testing, Problem Solving, Large-scale Projects, Real-time Data, REST, Databases, MongoDB, PHP, Test-driven Development (TDD), Amazon EC2, React, Bash Script, Bug Fixes, API Connectors, User Acceptance Testing (UAT), Ubuntu, NoSQL, Engineering, IT Security, Coding, Kotlin, Observability, Zero Trust, Enterprise Integration, Unit Testing, Scripting, Code Review, Datadog, Third-party APIs, Relational Databases, Leadership
Back-end Developer
2021 - 2021
ContractPodAi
- Developed a new framework to test and deploy microservices, providing developers a platform to organize the code, offer dependency rules, apply design patterns, and provide infrastructure to make integration tests quickly.
- Provided the design, work plan, and framework of the company's first microservice dedicated to the management of the e-signing process integrated with Adobe Sign, DocuSign APIs, and Azure Service Bus.
- Created a test suite in Postman to include test cases for all the endpoints of the APIs produced by the company. This test suite was integrated with Azure pipelines.
- Fixed security issues of the web app after running security scanning tools.
Technologies: .NET 5, C#, Postman, Git, REST APIs, Azure, Adobe Sign, DocuSign, OWASP Zed Attack Proxy (ZAP), Azure Service Bus, OpenAPI, Swagger, Code Refactoring, Back-end Development, Model View Presenter (MVP), Back-end, Microservices Architecture, SQL, SaaS, Microsoft Azure, API Development, Infrastructure, Back-end Architecture, Best Practices, Rule-based Programming, REST, Databases, Test-driven Development (TDD), Debugging, Bug Fixes, API Connectors, Coding, Software Design, Third-party APIs, Relational Databases
Software Developer
2020 - 2021
Simulation Powered Learning
- Moved and refactored several sections of a legacy responsive web app from Node.js and React to .NET Core and React.
- Improved the overall performance and maintainability of the application by implementing SOLID design principles and load testing.
- Enhanced system testability by separating unit tests from the integration tests. Created new infrastructure for Integration tests.
Technologies: MySQL, .NET Core, React Apollo, GraphQL, Swagger, Back-end Development, Model View Presenter (MVP), Full-stack, Front-end, Back-end, SQL, Role-based Access Control (RBAC), Best Practices, Problem Solving, Prisma, REST, Databases, Test-driven Development (TDD), User Interface (UI), Debugging, Bug Fixes, API Connectors, User Acceptance Testing (UAT), Coding, Software Design, Third-party APIs, Relational Databases
Full-stack Developer
2020 - 2020
York University
- Developed an external application for integration with the Canvas learning management platform.
- Created a back end to interact with Canvas API through REST and a GraphQL interface.
- Integrated Oracle as an external database and created the front-end with React.
- Added a custom data grid with fixed, composed columns to the user interface.
Technologies: React, GraphQL, .NET Core, REST APIs, Oracle, Python, Swagger, Learning Management Systems (LMS), JSON, Full-stack, Data Engineering, Full-stack Development, Data Processing, System Integration, Back-end, SQL, Database Architecture, Database Design, Enterprise Systems, Best Practices, Databases, Oracle SQL, Data Modeling, Node.js, Data Visualization, Data Analytics, User Interface (UI), Engineering, Coding, Microsoft Excel, Software Design, Third-party APIs, Relational Databases
Back-end Developer
2019 - 2020
Tulane University
- Created a tool to synchronize data between the StarRez and Blackboard e-learning systems.
- Implemented a suite of tests for the synchronization tool.
- Optimized the performance over large datasets and with the Oracle database.
Technologies: Entity Framework, Oracle, REST APIs, .NET Core, Swagger, Learning Management Systems (LMS), JSON, Back-end Development, Data Processing, System Integration, Back-end, SQL, API Development, Database Architecture, Database Design, Back-end Architecture, Best Practices, Databases, Oracle SQL, Data Modeling, Data Analytics, Engineering, Coding, Microsoft Excel, Software Design, Third-party APIs, Relational Databases
Back-end Developer
2018 - 2019
Caterpillar
- Improved the performance for high-frequency APIs, with some of them supporting around seven calls per second in production.
- Enhanced the system's security with the help of the Fortify scanning tool.
- Designed and developed new REST APIs for faster response.
- Proposed a new architecture based on microservices to improve maintenance.
- Proposed a methodology to speed up the development process. Some of the proposed changes were implemented.
Technologies: Angular, JavaScript, Azure DevOps, Microsoft SQL Server, .NET, C#, OpenText, HP Fortify, Azure Service Bus, Azure WebJobs, Redis, REST APIs, Microservices, JSON, Back-end Development, Back-end, Microservices Architecture, SQL, API Development, Enterprise Systems, Back-end Architecture, Best Practices, REST, Databases, Test-driven Development (TDD), Debugging, Bug Fixes, User Acceptance Testing (UAT), Coding, Relational Databases
Back-end Developer
2016 - 2018
Karius
- Supported the design and development of REST API microservices using .NET Core.
- Implemented additional microservices using Scala and the Lagom framework.
- Collaborated in task design, technical decisions, analysis, and work planning.
- Developed a mechanism for data integrity checks during deployment.
- Created all the containerization strategies for development.
- Deployed and developed a data streaming sandbox with Kafka, Amazon SQS, and .NET Core.
Technologies: Amazon Web Services (AWS), TypeScript, Docker, PostgreSQL, MySQL, Lagom, Scala, Microservices, .NET Core, Apache Kafka, Amazon Simple Queue Service (SQS), HIPAA Compliance, Laboratory Information Management System (LIMS), Startups, Back-end Development, GitHub, Back-end, Microservices Architecture, SQL, Role-based Access Control (RBAC), API Development, Deployment, Back-end Architecture, Best Practices, Real-time Data, REST, Databases, Event-driven Architecture, Test-driven Development (TDD), Debugging, Bug Fixes, API Connectors, User Acceptance Testing (UAT), Coding, HIPAA, Relational Databases
SQL/Tools Developer
2017 - 2017
Optiva
- Built data transformation tools with Python and C#.
- Created several reports with SQL Server Reporting Services.
- Improved complex SQL scripts for better performance.
- Supported the creation of a development process for the reports team.
Technologies: SQL Server Reporting Services (SSRS), Python, C#, SQL, Java, Best Practices, Test-driven Development (TDD), Bug Fixes, Coding
Back-end Developer
2016 - 2016
Aurea
- Created REST API microservices to analyze software, test coverage reports, and detect weak unit tests.
- Built containers in Docker and integrated with several microservices through messaging using Amazon SQS.
- Managed continuous integration and delivery with TeamCity and configured agents in AWS EC2.
- Achieved more than 80% good quality test coverage for all microservices.
Technologies: Amazon Web Services (AWS), Amazon Simple Queue Service (SQS), Docker, Python, .NET, Reverse Engineering, On-premise, SQL, Algorithms, API Development, Back-end Architecture, Best Practices, Event-driven Architecture, Test-driven Development (TDD), Amazon EC2, Bug Fixes, Cloud, Coding
Full-stack Developer
2015 - 2016
Guardian Kits
- Developed the first prototypes of GuardianKits, a mobile application for parental control that uses machine learning models and artificial intelligence for object detection in images.
- Built an Android application for taxi driver surveillance. It stores a large amount of media in AWS S3. It supports face recognition using the Google Vision API.
- Built an Android application for managing multiple taxi drivers. It was integrated with Google Maps, Google Drive, and the Sinch Messaging API.
- Created multiple REST API back-end services with MongoDB and Node.js to support the mobile applications.
- Implemented the Viola-Jones framework for object detection in C and C++. Used NVIDIA CUDA for model training.
Technologies: Google Vision API, Google Drive API, Amazon S3 (AWS S3), Node.js, MongoDB, JavaScript, Android, SQL, Deployment, Best Practices, Test-driven Development (TDD), Android Studio, OpenCV, NVIDIA CUDA, C++, C, Linux, Problem Solving, Image Processing, Parallel Computing, Google Maps, Android SDK, User Interface (UI), Coding, Mobile App Development, Mobile Development
Full-stack Developer
2015 - 2015
Coatl Capital
- Implemented a Windows application for financial management using the .NET platform. Some processes included loans, customers, debt, risk analysis, and reports.
- Built the back end with .NET and deployed it to a Web API in Windows Azure and SQL Server in Azure.
- Built the front end using WPF under a model-view-presenter architectural pattern.
- Created a cache mechanism for better performance and experience in the front end.
Technologies: Azure, Microsoft SQL Server, .NET, Model View Presenter (MVP), Architecture, Full-stack Development, Front-end, SQL, Microsoft Azure, Deployment, Best Practices, Financial Reporting, Payments, Financials, User Interface (UI), Financial Forecasting, Bug Fixes, Coding, Windows, Finance, Financial Data, Financial APIs
Software Architect
2010 - 2015
ROSEN
- Planned, designed, and led the development of two to three releases per year of ROAIMS, the main software product for integrity solutions in the oil industry.
- Translated business requirements into weekly prototypes based on customer feedback from around the world.
- Supported the test team by implementing best practices, automating tests, and evaluating tools for service-oriented architecture (SOA) testing.
- Supported the structure of the Team Foundation Server for continuous integration, testing automation, gated check-ins from developers, and domain division in the DLLs compilation to support one software with multiple layers.
- Designed and implemented strategies that increased the software's performance by 100-400% in different modules.
- Established best practices and design methodologies, such as test-driven design (TDD) and domain-driven design (DDD), with the development team via regular training and pair programming.
- Adopted the architecture department processes to support the Agile methodology.
- Performed live presentations for customers worldwide, showcasing advances and answering technical questions.
- Maintained the document repository application. This module was integrated with third-party providers, such as SharePoint and Documentum.
Technologies: CSS, HTML, JavaScript, Python, Microsoft SQL Server, Entity Framework, C#, .NET, Domain-driven Design (DDD), Technical Architecture, Architecture, Technical Leadership, Code Refactoring, Debugging, Engineering, Physics, Model View Presenter (MVP), Front-end, Solution Architecture, Selenium, Enterprise Architecture, SQL, Software Architecture, Role-based Access Control (RBAC), Technical Documentation, Enterprise Systems, Best Practices, Problem Solving, Test-driven Development (TDD), Behavior-driven Development (BDD), Data Visualization, User Interface (UI), Bug Fixes, User Acceptance Testing (UAT), Coding, Windows, Leadership
Lead Software Developer
2008 - 2010
ICETEX
- Designed and implemented one of the information systems for national scholarships and financial aid of the Colombian government.
- Managed big data in an epoch with no current big data technologies using Oracle with PL-SQL.
- Implemented dynamic generation forms with ASP.NET and pure JavaScript during the no-JS framework era.
- Conducted meetings with the stakeholders to provide guidance on the requirements definition.
- Passed on my knowledge of best practices to the team; the code and forms that I created are still being used in production.
Technologies: Oracle, ASP.NET, .NET, SQL, Enterprise Systems, Best Practices, Oracle SQL, Financials, User Interface (UI), Bug Fixes, Coding
Software Developer
2002 - 2003
Sistemas eCAS
- Created from scratch an old automotive ERP system in COBOL.
- Implemented libraries for dynamic DOM manipulations with pure JavaScript before the age of JavaScript libraries.
- Built a versatile UI by effectively handling a large amount of data using the IBM DB2 database in 2002-era internet browsers. Many parts of the code are still in use today.
Technologies: IBM Db2, JavaScript, ASP.NET, .NET, Model View Presenter (MVP), SQL, User Interface (UI), Bug Fixes, Coding
Experience
Bible Software
An Electron application I developed with Vue.js, HTML, and CSS. The app is for reading and studying the Bible and provides complementary readings. It includes search capabilities, in-memory storage with Loki, web scraping tools, and statistical tools implemented in C# and Python.
Viola-Jones ML Framework
https://github.com/TommyEsteban/XionXion is an object-detection framework based on probabilistic and deterministic machine learning models, based on the Viola-Jones algorithm. Model training works with parallelization in NVIDIA CUDA under Linux.
Arduino Robot – Explorer Vehicle
https://github.com/TommyEsteban/SapphireSapphire is an autonomous explorer vehicle prototype based on the Arduino platform (C++). The source code includes its own implementation and an adaptation of some 3rd-party libraries for ultrasonic sensors, servo motors, DC motors, accelerometer, and magnetometer sensors.
Lifety eCommerce Solution
An eCommerce web application with integration to Zoho CRM, payment gateway, shipping service provider, and a fully automated workflow.
The tech stack includes Node.js, React, and Redis caching for improved performance. It was deployed to Amazon AWS Beanstalk. Lifety closed its operations years ago, but I left this project as a reference.
The tech stack includes Node.js, React, and Redis caching for improved performance. It was deployed to Amazon AWS Beanstalk. Lifety closed its operations years ago, but I left this project as a reference.
Metatrader Experts Advisors
Developed multiple Metatrader EAs for trading forex pairs based on indicators and different strategies, intraday, scalping, swing trading in the short term and long term.
Offered support for Metatrader 4 and 5.
Offered support for Metatrader 4 and 5.
Education
2013 - 2014
Certificate in Software Architecture
Software Engineering Institute - Pittsburgh, PA, USA
2011 - 2014
Bachelor's Degree in Software Development
Politécnico Grancolombiano - Bogotá, Colombia
Certifications
DECEMBER 2022 - PRESENT
Veracode Security Labs Champion Level 3
Veracode
Skills
Libraries/APIs
Node.js, React, Google Drive API, Entity Framework, REST APIs, OpenAI API, API Development, PyTorch, Stripe API, Stripe, Claude API, Pydantic, SQLAlchemy, OpenCV, Google Vision API, Vue, Asyncio, Google Maps API, OpenAPI, Google Maps
Tools
Claude, Amazon Elastic Container Service (ECS), Docker Swarm, Retool, GitHub, Docker Compose, Prisma, AI Prompts, Claude Code, Amazon CloudWatch, Microsoft Excel, Terraform, Amazon Simple Queue Service (SQS), React Apollo, Git, Android Studio, Postman, Adobe Sign, OWASP Zed Attack Proxy (ZAP), HP Fortify, AWS Step Functions, AWS SDK, Pytest, LabVantage LIMS, n8n, Amazon Cognito, Expo
Languages
TypeScript, Python, SQL, JavaScript, C#, Java, C++, HTML, CSS, Bash, Bash Script, Go, Snowflake, Kotlin, Scala, GraphQL, C, PHP, MQL4, MQL5
Frameworks
.NET, .NET Core, Spring Boot, Django, Tailwind CSS, OAuth 2, Spring, Serverless Framework, Next.js, NestJS, React Native, LangGraph, Bedrock, ASP.NET, Lagom, Angular, AngularJS, Express.js, .NET 5, Electron, Flask, Android SDK, Swagger, Jest, Agentic Frameworks, Symfony, Selenium, Ruby on Rails (RoR)
Paradigms
Microservices, Test-driven Development (TDD), REST, DevOps, Code Refactoring, Model View Presenter (MVP), Microservices Architecture, Database Design, Best Practices, Unit Testing, HIPAA Compliance, Mobile Development, Event-driven Architecture, Automation, Role-based Access Control (RBAC), Back-end Architecture, Load Testing, Rule-based Programming, User Acceptance Testing (UAT), Azure DevOps, Parallel Computing, Behavior-driven Development (BDD), Design Patterns, Security Software Development, Desktop App Development, Automated Testing, ETL, Event-driven Design (EDD), Secure Code Best Practices, Model Context Protocol (MCP)
Platforms
Amazon Web Services (AWS), Linux, Docker, Android, Azure, Amazon EC2, AWS Lambda, Kubernetes, Vercel, MetaTrader, Ubuntu, Windows, Oracle, NVIDIA CUDA, Apache Kafka, Arduino, Google Cloud Platform (GCP), AWS Elastic Beanstalk, Visual Studio Code (VS Code), Apple
Storage
PostgreSQL, Databases, JSON, Database Architecture, Relational Databases, MongoDB, Oracle SQL, Amazon S3 (AWS S3), MySQL, Redis, Microsoft SQL Server, Data Pipelines, NoSQL, Datadog, SQL Server Reporting Services (SSRS), IBM Db2, On-premise, Data Integration, Database Modeling
Industry Expertise
Cybersecurity, Bioinformatics, Project Management
Other
Software Architecture, Artificial Intelligence (AI), API Integration, APIs, AI Agents, Full-stack, RESTFul APIs, Architecture, Agentic AI, Debugging, Engineering, Back-end Development, Back-end, Generative Artificial Intelligence (GenAI), Problem Solving, Bug Fixes, Prompt Engineering, Coding, AI Automation, Software Design, Third-party APIs, Domain-driven Design (DDD), OWASP, Algorithms, Machine Learning, Computer Vision, Large Language Models (LLMs), Vite, Scalable Architecture, Data Modeling, OpenAI, Software as a Service (SaaS), CI/CD Pipelines, FastAPI, Infrastructure as Code (IaC), Cloud, Full-stack Development, Technical Leadership, GitHub Actions, Retrieval-augmented Generation (RAG), Team Leadership, Data Engineering, Front-end, Gemini, Cloud Infrastructure, Data Processing, System Integration, Solution Architecture, Data Mapping, Springbot, Website Data Scraping, Web Scraping, Data Scraping, PDF Scraping, Payment Gateways, Payment Processing, Data Privacy, Data Security, Performance Optimization, SaaS, Security, Authentication, Authorization, OAuth, Supabase, Webhooks, Microsoft Azure, Technical Documentation, Deployment, Compliance, Shell Scripting, Infrastructure, Enterprise Systems, Back-end Admin Systems, Cloud Foundation, Office 365, Optical Character Recognition (OCR), Information Security, System Design, Cloud Architecture, Large-scale Projects, Real-time Data, Image Processing, Data Visualization, Data Analytics, Cursor AI, Financial Reporting, Payments, Payment APIs, Card Payments, Financials, User Interface (UI), API Connectors, Minimum Viable Product (MVP), Trading, AI-generated Code, AI Integration, Amazon RDS, LangChain, AI Chatbots, IT Security, Observability, Zero Trust, Agentic RAG Systems, Anthropic, Chatbots, Mobile App Development, HIPAA, AI Agent Orchestration, Speech-to-Text (STT), LLM Integration, Enterprise Integration, Multi-tenant Architecture, Third-party Integration, Agentic Workflow Design, AWS Bedrock AgentCore, Relational Database Services (RDS), Scripting, AI Development, Model Evaluation, Code Review, Database Optimization, Troubleshooting, RAG Architecture, Agentic Coding, AI-assisted Development, Finance, Financial Data, Financial APIs, Leadership, Workflow Automation, Workflow Automation & System Integration, Designing Software Architectures, Internet of Things (IoT), DocuSign, Azure Service Bus, OpenText, Azure WebJobs, Web Applications, AI Programming, Vector Databases, Tailwind UI, Monitoring, Technical Architecture, Laboratory Information Management System (LIMS), Startups, ESLint, WebSockets, AI Tools, Physics, Learning Management Systems (LMS), Reverse Engineering, Integration, Enterprise Architecture, Amazon Bedrock, GitHub Copilot Chat, Financial Forecasting, Algorithmic Trading, Quantitative Finance, Wearable Technology, stripe KYC, AWS Database Migration Service (DMS), IT Strategy, Product Management, Temporal
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