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AI/ML Engineer | Data Scientist | Python & FastAPI Developer | Building producti
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AI/ML Engineer | Data Scientist | Python & FastAPI Developer | Building producti
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hellomuba/README.md

Hi, I'm Mubarak Ibrahim 👋

AI/ML Engineer | LLM & Agentic AI Systems | RAG Pipelines | FastAPI | Azure AI Foundry

I build production-ready AI applications that combine Large Language Models (LLMs), Agentic AI, Retrieval-Augmented Generation (RAG), Document Intelligence, and scalable backend services.

Currently serving as a Senior AI/ML Engineer at Ha-Shem Limited, I design intelligent systems for enterprise clients across banking, insurance, healthcare, HR, and private equity. My work spans the full AI lifecycle, from data ingestion and model orchestration to backend APIs, cloud deployment, and production monitoring.

🚀 What I'm Building

🪪 Spidify • AI-Powered KYC & Identity Verification Platform

A multi-agent identity verification platform deployed on Azure AI Foundry, featuring:

  • Master Orchestrator Agent
  • Document Intelligence Agent
  • PEP & AML Screening Agent
  • Face Matching & Liveness Verification
  • OCR and Identity Extraction
  • Compliance Decision Engine

Tech Python Azure AI Foundry FastAPI Azure AI Document Intelligence Azure AI Search PostgreSQL

🤝 Cigaba CRM

Building an enterprise CRM platform with embedded AI capabilities.

Features include:

  • AI-powered workflows
  • Customer intelligence
  • Agent integrations
  • Role-based architecture
  • AI microservice sidecar

Tech

NestJS Next.js Prisma PostgreSQL Docker

📄 Resume Intelligence Platform

An AI-powered recruitment system that automatically:

  • scores CVs
  • ranks applicants
  • integrates with Workable ATS
  • processes asynchronous webhooks
  • provides recruiter insights

Tech

FastAPI Azure Container Apps Azure OpenAI Python Async Processing

💬 Conversational HR Assistant

Enterprise HR chatbot using:

  • Azure OpenAI
  • Azure AI Search
  • Retrieval-Augmented Generation
  • Microsoft Teams integration
  • Company knowledge base

Designed for internal HR support and enterprise knowledge retrieval.

🎓 AI Student Attendance & Analytics Platform

A smart attendance platform featuring:

  • AI-powered attendance tracking
  • Student engagement analytics
  • Predictive insights
  • Automated reminders
  • Real-time dashboards

Tech

Next.js Firebase FastAPI Recharts

🤖 Financial AI Assistant

Built an intelligent financial assistant powered by Retrieval-Augmented Generation (RAG) capable of answering finance and investment questions using enterprise knowledge bases.

🛠 Tech Stack

AI & LLM Engineering

  • Python
  • OpenAI
  • Azure OpenAI
  • Azure AI Foundry
  • LangChain
  • RAG
  • Agentic AI
  • Multi-Agent Systems
  • Prompt Engineering
  • Document Intelligence
  • Azure AI Search
  • Semantic Search
  • AI Evaluation

Backend Engineering

  • FastAPI
  • NestJS
  • SQLAlchemy
  • Prisma
  • Pydantic
  • PostgreSQL
  • REST APIs
  • Async Processing
  • Docker

Data Engineering & Analytics

  • SQL
  • Power BI
  • Tableau
  • ETL Pipelines
  • Snowflake
  • DAX
  • Pandas
  • NumPy

Cloud & DevOps

  • Azure
  • Azure Container Apps
  • Azure App Service
  • Azure Container Instances
  • Docker
  • Kubernetes
  • GitHub Actions
  • Git

⭐ Featured Projects

🪪 Spidify • AI Identity Verification Platform

Enterprise KYC platform built using a multi-agent architecture for identity verification, AML screening, OCR, document analysis, and facial verification.

📄 Candidate Tracker API

Production-style FastAPI backend featuring:

  • CRUD operations
  • Pydantic validation
  • REST architecture
  • pytest test suite
  • OpenAPI documentation

📊 Market Intelligence Dashboard

Developed competitive intelligence dashboards that identified $3.5M+ in business opportunities through automated market analysis.

💧 Water Quality Analytics (Maji Ndogo)

Designed Power BI dashboards supporting SDG 6 initiatives and improving water management for more than 10,000 residents.

📈 Predictive Analytics

Built forecasting and machine learning models that improved customer satisfaction and enabled data-driven decision making.

📜 Certifications

  • AI Agents Fundamentals
  • Kubernetes & Cloud Native Essentials
  • Microsoft Azure AI Fundamentals
  • Google Data Analytics Professional Certificate
  • Oracle Cloud Infrastructure Architect Professional
  • AWS Data Analytics Fundamentals
  • Data Science for Decision Making (Nexford University)
  • ExploreAI Data Analytics Nanodegree
  • BCG GenAI Job Simulation
  • Deloitte Data Analytics Job Simulation
  • McKinsey Forward Program

📈 Impact

  • 🚀 Built enterprise AI systems for banking, insurance, healthcare, HR, and private equity
  • 💰 Identified $3.5M+ in business opportunities through AI-driven analytics
  • ⚡ Reduced analysis time by 85% through automation
  • 📈 Improved ETL efficiency by 40%
  • 💧 Delivered analytics supporting over 10,000 residents
  • 🤖 Built production-ready LLM, RAG, and multi-agent AI solutions

🌱 Current Focus

  • Agentic AI
  • Multi-Agent Systems
  • LLM Engineering
  • Retrieval-Augmented Generation (RAG)
  • FastAPI
  • AI Infrastructure
  • Kubernetes
  • MLOps
  • Azure AI Foundry

🤝 Connect with Me

🌐 Portfolio: https://hellomuba.github.io

💼 LinkedIn: https://linkedin.com/in/mubarak-ibrahim1

📧 Email: mubastudio@gmail.com

🐙 GitHub: https://github.com/hellomuba

Building AI systems that transform data into intelligent decisions.

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