Andrew User
@andrewuser9
Full-stack engineer specializing in scalable backend systems, AI/ML integrations, and production-ready SaaS.
What I'm looking for
I am a full-stack engineer with 10+ years of experience building scalable backend systems, microservices, and AI/ML-powered applications using Python and JavaScript. I design and deploy production-ready SaaS platforms with strong emphasis on reliability, performance, and observability.
My accomplishments include building FastAPI microservices with Celery/Redis handling millions of background jobs, an RAG-based AI assistant that reduced support response time by 40%, and a real-time chatbot scaling to 50K concurrent users with <100ms latency. I also led CI/CD, Kubernetes deployments across AWS/GCP, and established automated testing that reduced release bugs.
I mentor junior engineers, lead Agile ceremonies, and collaborate cross-functionally to deliver measurable product improvements — such as boosting campaign ROI by 15% and improving data reliability by 30%. I seek roles where I can architect scalable systems, integrate AI responsibly, and drive high-impact product outcomes.
Experience
Work history, roles, and key accomplishments
Full Stack Developer
Peaberry Software Inc
Oct 2022 - Aug 2025 (2 years 10 months)
Designed and deployed FastAPI microservices and Celery workers handling millions of jobs to power AI assistants and email automation, reducing support response time by 40% and cutting release cycles by 50% via CI/CD and Kubernetes.
Full Stack Developer
Forte Group
Apr 2019 - Sep 2022 (3 years 5 months)
Built secure onboarding and REST/GraphQL APIs with Django REST Framework and Express/Apollo, improving data retrieval performance and reducing fraud by 25%; applied ML for demand forecasting and ETL pipelines for analytics.
Full Stack Developer
Novatech
Oct 2015 - Apr 2019 (3 years 6 months)
Developed a home services marketplace with Python microservices, RabbitMQ, Redis and Twilio supporting 10K+ daily users; optimized frontend performance and refactored React Native to reduce crashes by 20%.
Education
Degrees, certifications, and relevant coursework
University of Florida
Bachelor of Science, Computer Science
2011 - 2015
Completed a Bachelor of Science in Computer Science covering core software engineering, algorithms, and systems design.
Tech stack
Software and tools used professionally
Postman
Amazon EC2
Amazon S3
GitHub
GitLab
Kubernetes
GitHub Actions
GitLab CI
Salesforce
React Native
NumPy
Pandas
MySQL
PostgreSQL
MongoDB
MariaDB
Cassandra
Gmail
Node.js
Django
Next.js
Microsoft Teams
Redis
Mocha
React
Vue.js
JavaScript
Python
TensorFlow
PyTorch
scikit-learn
Google Maps
HubSpot
Kafka
RabbitMQ
BullMQ
ExpressJS
Django REST framework
FastAPI
Prometheus
PayPal
Datadog
Apollo
GraphQL
Firebase
Elasticsearch
TypeScript
pytest
SendGrid
Twilio
s3-lambda
SQL
Google Cloud Vision API
PostHog
Supabase
LangChain
Playwright
Availability
Location
Authorized to work in
Job categories
Skills
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