Senior Full-Stack Developer

Next.js, Node.js, PostgreSQL. APIs, AI/LLM, and platform integrations for modern web products.

About Me

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I am a full-stack developer with a long-standing passion for software development and continuous learning. I build reliable, scalable web platforms with a focus on clean architecture, maintainable code, and pragmatic technical decisions aligned with business needs.

My core experience is centered around Next.js, Node.js, and PostgreSQL, complemented by Supabase, workflow automation with n8n, and AI/LLM integrations, including RAG-based architectures. I also work comfortably in mixed environments with Angular frontends and Django/DRF backends.

Employment History

Descartes

Senior AI/ML Engineer

May 2023 – Dec 2025

Scope:Enterprise SaaS, AI integration, ERP modernization

  • Lead architecture for distributed SaaS platform supporting multi-department ERP workflows (finance, HR, operations)
  • Designed modular microservices using Node.js, Go, and .NET
  • Built frontend platforms using Next.js, Vue (Nuxt), React, and Astro
  • Implemented headless CMS architecture with Sanity, Strapi, and Prismic
  • Designed AI-powered enterprise assistant using LLM + RAG pipeline
  • Built document ingestion + embedding system with vector search
  • Fine-tuned domain-specific language models for internal automation
  • Developed warehouse Object Detection System (YOLOv8, PyTorch) improving inventory accuracy
  • Deployed ML services with FastAPI + Docker + Kubernetes
  • Managed secure cloud deployments on Microsoft Azure
Globalization Partners

Software Engineer (AI Platform & FinTech Systems)

Mar 2020 – Apr 2023

Scope:Financial systems, ML experimentation, high-availability APIs

  • Developed high-throughput financial APIs in Node.js, Go, C#, .NET
  • Built fraud detection prototypes using machine learning models
  • Implemented GPT-powered financial insights assistant
  • Designed compliance documentation search using RAG architecture
  • Built ML training pipelines in Python (Pandas, NumPy, Scikit-learn, PyTorch)
  • Improved anomaly detection accuracy by 28%
  • Led database optimization for PostgreSQL & MongoDB

Senior Full-Stack Developer

Jan 2018 – Apr 2020

Scope:SaaS scaling, CMS ecosystems, ERP integrations

  • Helped scale SaaS product from MVP to enterprise-ready platform
  • Integrated ERP workflows (inventory, billing, reporting systems)
  • Built content-driven marketing & product platforms using Next.js + Nuxt
  • Implemented CMS architecture using Strapi + PostgreSQL
  • Introduced automated deployments and infrastructure-as-code
  • Began predictive modeling experiments for user behavior analytics
Data-Core Systems Inc.

Full-Stack Developer – Commerce Systems

Jun 2015 – Dec 2017

Scope:E-commerce architecture, performance optimization

  • Built scalable commerce platform using Next.js, Node.js, MongoDB
  • Integrated Shopify and NetSuite ERP
  • Developed custom checkout and payment systems
  • Implemented Supabase authentication & role-based access
  • Built early recommendation engine prototype
  • Improved checkout conversion rate by 18%

Backend Developer – ERP & API Systems

Apr 2013 – May 2015

Scope:ERP system architecture, API modernization

  • Designed REST APIs using Node.js, Flask, Django REST
  • Built reporting engines and data workflows for ERP modules
  • Optimized PostgreSQL indexing and schema design
  • Reduced server response times by 35%
  • Helped migrate legacy monolith to modular service structure
Chegg Inc.

Senior Frontend Engineer

Jul 2010 – Mar 2013

  • Led migration to Angular SPA architecture
  • Built enterprise dashboards and analytics panels
  • Improved UI performance by 30%
  • Standardized component libraries

Frontend Developer

Aug 2008 – Jun 2010

  • Developed CMS-driven business websites
  • Built responsive UI systems using HTML, CSS, JavaScript
  • Optimized SEO performance

Web Development Intern

Jun 2007 – Jul 2008

  • Assisted in frontend development and database support
  • Gained foundational experience in web systems architecture

Tech Skills

Frontend

Next.js Nuxt.js React Angular Vue Tailwind CSS shadcn/ui Redux

Backend

Node.js Django Django REST Framework .NET Core Prisma

Databases

PostgreSQL MongoDB Supabase SQL

CMS

Strapi Sanity Prismic

AI & ML

AI/LLM Integration RAG LangChain

Tools & DevOps

Vercel Netlify AWS Docker n8n Git Storybook Swagger UI

Education

University campus

Master of Science (M.S.) Computer Science

Jul 2005 – Aug 2007

Bachelor of Science (B.S.) Computer Science

Jul 2001 – Jun 2005

California Lutheran University

Projects

Contact Me

Get in touch

Contact.

Tell me about your project, goals, or how I can help. I will respond within 1-2 business days.