Data Science · AI Engineering

Data intointelligentsystems.

Muhammad Shees is a data science and AI engineer who builds models, AI agents and the applications around them.

FocusModels, agents & applications
Muhammad Shees

Models are only useful when they ship.

I work across data science and AI engineering, and I build the web and mobile layers that let people use what the models produce.

I'm a data science and AI engineer. My work covers analysing data, training machine learning models, building LLM-powered agents, and wrapping them in APIs and apps.

01

Data scienceWorking with data in Python using NumPy, Pandas and Scikit-learn.

02

Machine learningBuilding models with Scikit-learn and TensorFlow.

03

AI agents & generative AILLM applications and agent workflows with LangChain and LangGraph.

Technologies I work with.

AI

  • Python
  • FastAPI
  • CrewAI
  • Langgraph
  • LangChain
  • OpenAI-Agents-SDK

Web

  • JavaScript
  • React
  • Tailwind CSS
  • CSS
  • HTML
  • Node js

DataScience & ML

  • Numpy
  • Pandas
  • Matplotlib
  • Scikit-learn
  • TensorFlow
  • Kaggle

Deployment & Databases

  • PostgreSQL
  • Firebase
  • SupaBase
  • Strapi
  • Docker
  • AWS

From raw data to a working model.

1
Understand the data

Clean, explore and question the data before any modelling starts.

2
Model

Train and evaluate machine learning or LLM-based approaches.

3
Build

Wrap the model in a FastAPI backend, and a web or mobile interface when needed.

4
Deliver

Package with Docker so it runs the same everywhere.

Start a conversation.

Have a data science or AI idea you want to build? Send a message and I'll get back to you.