Hi, I'm Hamza Ayoub

Senior Full Stack & AI/ML EngineerSenior Full Stack & AI/ML EngineerSenior Full Stack & AI/ML EngineerSenior Full Stack & AI/ML Engineer

I'm a Senior Software Engineer with a passion for building products that make a real difference. Over the past 4+ years, I've architected and shipped enterprise-grade applications across fintech, healthcare, and SaaS focusing on systems that need to be fast, secure, and built to scale. My approach combines deep technical expertise with practical product thinking. I don't just write code I solve problems.

I focus on measurable outcomes, from reducing compliance reporting time by 80% to enabling 10x faster ML model deployment. I'm proficient across the modern web stack: TypeScript, React, Next.js, Node.js, Django, PostgreSQL, and Redis. I architect cloud solutions on AWS, GCP, and Azure, and I've integrated AI models from OpenAI, Anthropic, and Google into production systems serving real users.

What drives me? Building tools that empower others. Every platform I create is designed to make someone's work easier, faster, or more impactful. Currently focused on regulatory technology at RegNxt while exploring how AI can transform developer productivity. Always learning, always shipping, always looking for the next challenge.

Hamza Ayoub

Full Stack & AI/ML Engineer

Building scalable, production-ready applications with modern technologies. Passionate about clean code, system design, and continuous learning.

Hamza Ayoub

Full Stack & AI/ML Engineer

Building scalable, production-ready applications with modern technologies. Passionate about clean code, system design, and continuous learning.

Technical Expertise

Skills & Technologies

Technologies I work with to build exceptional products

Frontend

React.jsNext.jsTypeScriptJavaScriptTailwindCSSRedux ToolkitHTML5/CSS3Material UIShadcn UIAntDesign UI

Backend

DjangoNode.jsExpress.jsFastAPIPythonREST APIsGraphQL

Database

PostgreSQLMongoDBRedisMySQLDuckDBPrisma ORMFirebaseSQLVector Databases

Cloud & DevOps

AWSAzureGCPDockerKubernetesTerraformCI/CDGitHub ActionsVercel

AI & ML

OpenAI APIClaude AIGeminiGroqCohereMistralHuggingFaceLangChainElevenLabsDeepgramYOLOv8RAG PipelinesAgentic WorkflowsAWS SageMakerGCP Vertex AIAzure MLMachine Learning

Tools & Others

GitPulumiAnsibleSeleniumWebSocketsMicroservicesTwilioVAPIAgile/ScrumClickupTrelloJiraLinear

January 15, 2025

Building Enterprise-Grade Regulatory Compliance Platforms 🏦

How we architected the App to achieve 80% reduction in reporting time and 65% improvement in data accuracy using React, Django, and Azure microservices.

Read article

December 10, 2024

Building AI-Powered Analytics: Lessons from Plotsalot 📊

Natural language interfaces transforming data analysis. Learn how we integrated Claude, GPT, and Azure OpenAI to turn plain English into insights and visualizations.

Read article

Career Journey

Work Experience

Where I've contributed and grown

RegNxt

Software Engineer - Full Stack Developer

Sep 2024 — Present

SlashML

Software Engineer

Mar 2024 — May 2025

Hanker

Full Stack Developer

Sep 2022 — Mar 2024

Download CV

Portfolio

Featured Projects

Some of my recent work and contributions

What I'm working on

Let's dive into what I've been up to.

Vendria — AI Voice & Omnichannel Call Center Platform

Vendria is a multi-tenant AI-powered call center and omnichannel automation platform that deploys real-time, human-like AI voice agents for customer engagement, lead handling, and support automation. The platform automates inbound and outbound phone calls using a full AI voice stack — Deepgram for real-time speech-to-text, ElevenLabs for natural text-to-speech synthesis, and Groq + OpenAI for ultra-fast LLM inference — all orchestrated over Twilio's telephony infrastructure. Businesses configure AI agents, monitor live sessions, and manage multi-channel communication across voice, SMS, and chat from a unified React dashboard.

React.js

Shadcn UI

Tailwind CSS

FastAPI

Python

OpenAI

Groq

Deepgram

ElevenLabs

Twilio

WebSockets

Voice AI

RAG Pipelines

Multi-Tenant SaaS

PWA

Vendria — AI Voice & Omnichannel Call Center Platform

Real-Time AI Voice Pipeline

Architected a full-stack AI voice pipeline combining Deepgram's real-time speech-to-text, Groq and OpenAI for sub-second LLM inference, and ElevenLabs for natural voice synthesis. Phone calls are orchestrated via Twilio, enabling inbound and outbound AI-driven conversations with human-like response latency. The system handles intelligent call routing, context-aware multi-turn dialogue, conversation memory, sentiment detection, and graceful handoff to human agents when needed.

Multi-Tenant SaaS Dashboard & Omnichannel Automation

Built with React, Shadcn UI, and Tailwind CSS, the management dashboard allows businesses to configure AI agent personas, define call flows and scripts, monitor live sessions in real time, and analyse conversation analytics. Supports omnichannel automation across voice calls, SMS, and chat through Twilio's unified communication API. Multi-tenant architecture isolates each business's agents and data. FastAPI backend handles high-throughput real-time events via WebSockets, with PWA support for mobile access.

Regulatory Compliance Platform

An enterprise-grade regulatory reporting and compliance automation platform built for financial institutions. It streamlines complex regulatory workflows, automates validation processes, and delivers real-time compliance insights across multiple jurisdictions. The platform reduces reporting time by 80% while improving data accuracy by 65%, helping banks and financial organizations achieve seamless regulatory compliance with full audit traceability.

React.js

TypeScript

Django

PostgreSQL

Redux Toolkit

Tailwind CSS

shadcn/ui

MageAI

DuckDB

Azure

Docker

Microservices

ETL Pipelines

RESTful APIs

Automated Regulatory Workflow Management

Built with advanced data orchestration and automated validation engines, It handles complex regulatory frameworks across multiple regions. Features include real-time dashboards, configurable approval workflows, and intelligent rule-based validation to ensure compliance accuracy and reduce manual processing by 90%.

Enterprise-Scale Infrastructure & Integration

Architected using microservices and monorepo architecture for scalability and maintainability. Seamlessly integrates with existing financial systems through flexible data connectors and ETL pipelines, while providing full audit trail capabilities, version control, and comprehensive regulatory framework management to support rapidly evolving compliance requirements.

AI Data Analytics Platform

An AI-powered data analysis and visualization platform that enables users to interact with data using natural language. It automatically generates professional visualizations, performs advanced statistical analysis, and provides actionable insights in seconds. Designed for researchers, analysts, and business leaders, Plotsalot drastically reduces analysis time while making complex data analytics accessible to non-technical users through intelligent automation.

Next.js

TypeScript

PostgreSQL

Prisma

Zod

Claude AI

ChatGPT

Azure OpenAI

Google Cloud Platform

AWS S3

Python

CodeSandbox API

CI/CD Pipelines

Data Visualization

AI-Driven Analytics & Code Generation

Leverages multiple AI models including Claude, GPT, and Azure OpenAI to understand natural language queries and automatically generate Python/R code for complex analysis. Features include interactive dashboards, predictive analytics, scheduled reports with auto-refresh capabilities, and one-click data replacement for instant chart updates.

Production-Ready Data Infrastructure

Built on modern cloud architecture with secure CodeSandbox integration for isolated code execution. Supports multiple data sources, real-time collaboration through shareable dashboards, automated email reporting (daily, weekly, monthly), and export capabilities to PDF and Word. Serves healthcare, finance, and research industries with enterprise-grade security and scalability.

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