Backend/Frontend Engineering, Software Architecture.
Thoughtful and Complete digital products built on secure architecture, efficient backends, and intuitive interfaces. AI is a tool, not a substitute for good engineering.
Bogotá, Colombia
JAHV McGregor S.A.S. supports public and private organizations through auditing, consulting, and strategic advisory services that strengthen their business structures.
https://www.jahvmcgregor.com.co/es
Mid-level Full-Stack Developer
MY WORK
Led the software development department, driving the architecture and development of multiple projects and providing technical oversight for projects delivered by the team.
WorkApps is a software development company and technology partner focused on the Microsoft ecosystem. It provides specialized development teams to implement the architecture defined by its clients.
https://www.workapps.com.co/
Full Stack Software Developer
MY WORK
Built responsive web applications and internal tools around real business processes, turning complex requirements into clear data models, practical features, and interfaces people could use day to day.
Undergraduate Degree [ 01 ]
07/2019 – 07/2024
●Cumulative Grade: 4.2 / 5.0
Primary Alma Mater
Colombia
Bogotá, Colombia
Rigorous foundation in algorithmic complexity, distributed systems, software engineering methodologies, and software architecture.
International Exchange / Mobility
United Kingdom
Colchester, United Kingdom
Academic semester abroad focused on two areas: the theory and development of neural networks, and the study of game agents, using libraries such as Keras and TensorFlow to build intelligent autonomous players.
Social Entrepreneurship Program
Japan
Tokyo, Japan
Developed a proposal to support businesses in Japan’s Yamanashi Prefecture affected by the COVID-19 pandemic by connecting them with Latin American consumers and expanding their access to international markets.
Certifications [ 02 ]
Microsoft
Certification focused on the development, integration, and deployment of artificial intelligence solutions using Azure AI Foundry and services for compute, storage, messaging, security, and monitoring.
Main Project
Developed a RAG-based chatbot to answer questions about the company’s IT systems. Technical documentation was processed to extract relevant information, structure it as JSON, and generate embeddings stored in Azure Database for PostgreSQL. For each query, a Python Azure Function generates an embedding of the question, performs a vector similarity search, and retrieves the content associated with the results. That content is then provided as context to a language model integrated through Azure AI Foundry, which generates the response.
Microsoft
Certification covering cloud computing fundamentals, core Azure services, security, governance, management, and cost models.
Main Project
Built and deployed full-stack web applications to production using Azure App Service, Azure Database for PostgreSQL Flexible Server, Azure Storage Accounts, and Azure Functions.
Artificial Intelligence Finance Institute
Program focused on applying artificial intelligence, machine learning, and data analysis to generate projections and insights across different types of investments.
Main Project
Developed an LSTM model to forecast sales for a nationwide retail chain. The project included data extraction, cleaning and preprocessing, time-series sequence creation, and model training with TensorFlow and Keras.
Program covering Google Cloud fundamentals, infrastructure, storage, networking, data processing, and application development.
Main Project
Developed a serverless image processing application using Google Cloud Functions. Images were stored in Cloud Storage buckets, and new file uploads automatically triggered the functions responsible for processing them.
Global Communication [ 03 ]
Native Proficiency
Bilingual Native Mastery
Primary / Native Language
C1 Proficiency
Effective Operational Proficiency
Certified by IELTS Academic
Basic conversation
Oral & Written Communication
Minor in Japanese Language & Culture
Large Language Models::LLMs, Natural Language Processing
Computer Vision::Image Processing, Feature Extraction
Vector Search::Embeddings, Similarity Search
Retrieval-Augmented Generation::RAG, Document Retrieval
Machine Learning::Supervised Learning, Unsupervised Learning, Neural Networks
Modern Web::Next.js (App Router, Server Components), Blazor (WebAssembly Client)
Type & Styling::JavaScript, Tailwind CSS
C# / .NET::ASP.NET Core Web API, Blazor
Python::FastAPI
JavaScript::Node.js APIs
Relational::PostgreSQL, Microsoft SQL Server
Cache::Azure Managed Redis
Deploy & Compute::App Service, Serverless Functions
Security & Perimeter::Application Gateway & WAF, Virtual Networks, Private Endpoints, RBAC
Monitoring & Security::Application Insights, Azure Key Vault
General Architecture::Google Cloud Functions, Cloud Storage buckets
Version Control::Git, GitHub
CI/CD::Automated Builds, Deployment Pipelines