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Cristian – React, Python, AWS, experts in Lemon.io

Cristian

From Colombia (UTC-5)flag

Full-stack Web Developer|Middle-to-senior

Cristian – React, Python, AWS

Cristian is a full-stack developer with 5+ years of hands-on experience in Python and React. He has led a team of 7 engineers across time zones and worked alongside stakeholders, designers, and product teams. His portfolio spans fast-paced startups and a larger player like Twilio. He’s contributed to several AI-driven projects, embedding LLM capabilities into production apps.

6 years of commercial experience in
AI
Analytics
Cloud computing
Computer science
Construction
Data analytics
Healthcare
Healthtech
Marketing
Telecommunications
Transportation
AI software
Main technologies
React
6 years
Python
6 years
AWS
6 years
Additional skills
Node.js
React Native
Django
Angular
MySQL
MongoDB
PostgreSQL
Typescript
Next.js
Kubernetes
Microsoft Azure
Nest.js
Docker
Redis
LLM
Claude LLM
Golang
React Native CLI
Tailwind CSS
Flask
Direct hire
Possible
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Experience Highlights

Full-stack Engineer
Apr 2025 - Ongoing3 months
Project Overview

It's a procurement platform that controls how companies source building systems for the U.S. commercial construction industry.

Responsibilities:
  • Designed and implemented end-to-end features using React, TypeScript, and Node.js, delivering intuitive UIs and robust back-end services;
  • Developed the back-end architecture with Nest.js, from a monolithic codebase to a set of microservices and independent background workers for asynchronous task processing;
  • Built intelligence modules in Python and integrated Gemini to process and transform unstructured data into actionable insights;
  • Leveraged AWS (Lambda, S3, RDS, ECS, ECR, CloudWatch) to deploy and manage cloud infrastructure, streamlining deployments and monitoring.
  • Collaborated with leadership, product, and design teams to translate complex business requirements into technical solutions that automate the load-tendering workflow;
  • Owned projects from concept through delivery in a remote, fast-paced environment, while establishing best practices.
Project Tech stack:
JavaScript
Typescript
Python
React
Node.js
Nest.js
PostgreSQL
AWS
Claude LLM
LLM
Next.js
Docker
AI Software Engineer
Nov 2024 - Mar 20254 months
Project Overview

It's an AI-driven company that focuses on marketing solutions, providing seamless content generation to both large and small companies, powered by AI.

Responsibilities:
  • Developed front-end components with React, enhancing user experience with real-time content creation and interactive interfaces;
  • Integrated LLMs into web applications, enabling dynamic text generation, content creation, designs, ads, and AI-driven personalized responses;
  • Designed and optimized back-end services using Python, Django, and FastAPI for seamless communication between interfaces and AI models;
  • Implemented WebSockets for real-time interactions and live updates, improving responsiveness and engagement;
  • Leveraged AWS services for cloud infrastructure management, ensuring scalability and performance optimization;
  • Managed background jobs with Celery and SQS, ensuring efficient asynchronous task processing and workload distribution.
Project Tech stack:
JavaScript
Typescript
Python
Django
Django REST
FastAPI
MySQL
Claude LLM
LLM
AWS
Software Engineer
Jul 2024 - Dec 20245 months
Project Overview

It's an enterprise application that monitors policy adherence and surfaces real-time security metrics through dashboards, powered by voice and video usage insights.

Responsibilities:
  • Developed the new compliance insights dashboard using React and the company's design system (Paste);
  • Contributed to the development of "Wise Owl" for the Voice & Video Insights products, an AI technology integrated into customers' consoles to provide enhanced insights based on user queries;
  • Built and maintained Java and Spring Boot, as well as Golang microservices, interacting with Elasticsearch clusters containing millions of logs to generate insights;
  • Developed Node.js and Nest.js backend-for-frontend applications to support communication between user interfaces and the company's downstream microservices;
  • Managed AWS infrastructure, Kubernetes clusters, and EC2 instances, utilizing the company's CI/CD system Admiral for deployment and operations;
  • Collaborated cross-functionally with teams to ensure cohesive product development.
Project Tech stack:
JavaScript
Typescript
React
Node.js
Nest.js
Golang
Golang REST API
Java
Spring Boot
ElasticSearch
AWS
Docker
Kubernetes
Software Engineer
Apr 2023 - Mar 202411 months
Project Overview

It's a US startup focused on improving treatment and outcomes for people with substance use disorders.

Responsibilities:
  • Participated in code writing, new feature development, maintenance, and technical decision guidance in an agile, cross-functional team along with designers and product managers;
  • Developed internal tools to support customer support, marketing, operations, and scheduling — including payment processing and reward delivery to members in active treatment via various vendors.
  • Contributed to front-end and mobile development using React and React Native.
  • Participated in back-end development with Python and Django, and worked on improving CI/CD pipelines using CircleCI and GitHub Actions.
  • Implemented Google Chrome scripts and extensions to facilitate system integration with external vendors and their tools;
  • Ensured HIPAA-compliant deployments while maintaining and improving test coverage - exceeding minimums in mobile apps and keeping internal frontend coverage above 60%.
Project Tech stack:
JavaScript
Typescript
React
React Native
React Native CLI
Python
Django
Django REST
Celery
AWS
Web Sockets
Tailwind CSS
Software Engineer
May 2022 - Oct 20231 year 5 months
Project Overview

It's a ride-hailing mobile app that is exploring launching an electromobility vertical through a fleet-based operational model.

Responsibilities:
  • Developed new microservices written in Golang with a CLEAN architecture, over a Docker and Kubernetes infrastructure, with sync (REST APIs) and async (Kafka) communication;
  • Supported PHP monolith maintenance and contributed to its migration to microservices;
  • Implemented and improved CI/CD pipelines with Jenkins and GitHub actions.
Project Tech stack:
JavaScript
Typescript
Redis
MongoDB
React
Python
Flask
Django
Django REST
Golang
Golang REST API
AWS

Education

2025
Computer Science
Bachelor Science

Languages

English
Advanced

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