Systems-First Developer
Architecture meets
Intention.

Crafting intelligent, resilient full-stack applications where every system is fault-tolerant, every interface is intentional, and every line of code is built to endure.

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Technologies I Work With

React
Next.js
TypeScript
Python
FastAPI
Node.js
Express
PostgreSQL
MySQL
MongoDB
Docker
Java
Tailwind CSS
Git
React
Next.js
TypeScript
Python
FastAPI
Node.js
Express
PostgreSQL
MySQL
MongoDB
Docker
Java
Tailwind CSS
Git
Core Capabilities

Systems designed to think, not just run.

Hybrid Intelligence

Systems that fuse GenAI with deterministic models for zero-downtime reliability.

Fault-Tolerant Fallover
Zero downtime recovery
Context-Aware Processing
GenAI + deterministic models
Adaptive Load Balancing
Smart resource distribution

Real-time Systems

Backend architectures built for instant, precise response.

Live Feed

Context-Locked AI

AI that stays within defined knowledge boundaries. No hallucinations.

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Mostdevelopersfocusonshippingfeaturesthatworktoday.

Iarchitectsystemsthatendurefault-tolerant,context-aware,andbuiltforwhatcomesnext.

Process
01

ARCHITECT

Map data flows, define API contracts, and design for failure before writing a single line of code. Every system starts with a blueprint.

02

EXECUTE

Build with type-safe backends, responsive frontends, and containerized deployments. Precision in every layer, from database to UI.

03

ITERATE

Deploy, monitor, measure. Continuously evolve through real-world feedback. Systems improve because the architecture allows it.

Selected Work

Systems I've built

From AI assistants to full-stack platforms — each project is a system designed to solve real problems.

01

Nutriswap

A full-stack nutritional intelligence platform designed to help users identify healthier food alternatives based on specific health goals (e.g., Diabetic-friendly, Heart Health, Muscle Gain). The system processes complex nutritional data to provide real-time, context-aware food swaps using a React + FastAPI architecture.

ReactFastAPIPostgreSQLDockerTailwind CSSFramer Motion+5
02

Lumira

LUMIRA is a context-aware AI-powered project assistant built for expos and exhibitions. Give it a PDF, it studies the content, vectorizes it, and answers questions like a pro — with zero hallucinations. Built on a RAG (Retrieval-Augmented Generation) pipeline using LangChain, Llama 3.2, and ChromaDB.

PythonLangChainOllamaLlama 3.2ChromaDBmxbai-embed-large+4
03

INFOBOT

InfoBot is an intelligent chatbot system designed to streamline academic management for students and teachers. It provides instant access to syllabi, study materials, timetables, and facilitates tasks like multi-batch scheduling and exam tracking — all powered by a Claude Sonnet AI chatbot.

ReactNode.jsExpressMySQLMongoDBClaude AI+1
04

TaskIT

A web application for managing tasks efficiently by prioritizing them based on importance and tracking their completion status. Built using Node.js, Express.js, and MongoDB for the backend, with a clean HTML/CSS/JavaScript frontend for interactive task management.

Node.jsExpressMongoDBJavaScriptHTMLCSS
05

Pharmacy Management System

An admin-use-only system designed to streamline the scheduling and management of doctor appointments. Built using Java in Eclipse IDE, with all doctor and patient data managed directly in a MySQL database for secure and centralized record-keeping.

JavaMySQLJava SwingEclipseJDBC
Get In Touch

Let's build something exceptional

Whether you need a developer, an architect, or just want to talk about systems — I'm always open to new conversations and collaborations.

Or reach out directly

aaronjacobsunil@gmail.com