Muhammad Hassan Saleem

AI Engineer | CAD Automation Specialist | ML Solutions Architect

"Bridging the gap between traditional engineering and cutting-edge AI to create intelligent manufacturing solutions"

View Projects Contact Me Download CV
2+
End-to-End RAG Pipeline Deployed
90%
Technical Drawing Extraction Accuracy
5+
LLM Models Integrated in Engineering Pipelines
3+
MCP Servers Built for CAD Software

About Me

Combining mechanical engineering expertise with AI innovation

Muhammad Hassan Saleem

Transforming Manufacturing Through AI

As an AI Engineer with a strong foundation in mechanical engineering, I specialize in developing intelligent systems that revolutionize manufacturing and engineering workflows. Currently at MAindTec GmbH in Ingolstadt, I'm pioneering AI-powered solutions that automate complex processes, from CAD model analysis to manufacturing cost estimation.

Current Focus: Building specialized LLM and LVM-based AI agents for industrial automation, integrating cutting-edge AI with traditional CAD tools through Model Context Protocols (MCP).

My journey from mechanical engineering to AI has equipped me with a unique perspective on solving industrial challenges. I'm passionate about creating smarter, more efficient, and sustainable solutions that help industries evolve with innovative technologies.

Key Achievements:

  • Successfully integrated LLMs with 3D CAD tools for natural language automation
  • Built 90% accurate 2D drawing analysis system that works 10x faster
  • Created multimodal RAG system handling 10K+ documents
  • Pioneered first-of-its-kind MCP integration with CAD tools

AI-Powered Engineering Tools

Revolutionary tools transforming CAD and manufacturing workflows

📊

Intelligent 2D Drawing Analysis

AI-powered system for automated interpretation of 2D mechanical drawings, achieving 95% accuracy in extracting complex engineering information.

95% Accuracy • 10x Faster • Production Ready
💬

Natural Language CAD Automation

First-of-its-kind MCP integration with 3D CAD tools, enabling natural language commands through Claude and other LLMs.

First of its kind • Claude Integration
🗄️

Enterprise Multimodal RAG

Production-grade document query system handling text, images, and technical drawings with advanced retrieval capabilities.

10K+ Documents • Cloud Deployed
See All Projects in Detail

Technical Expertise

Comprehensive skill set spanning AI, ML, and engineering domains

AI Icon AI & Machine Learning

LLM
Large Language Models
Expert
Computer Vision
Computer Vision
Expert
Hugging Face
Hugging face
Proficient
PyTorch
PyTorch
Proficient
TensorFlow
TensorFlow
Proficient
LlamaIndex
LlamaIndex
Proficient
Pinecone
Pinecone
Proficient
Milvus
Milvus
Proficient

CAD Icon Engineering & CAD

PTC Creo
PTC Creo
Expert
SolidWorks
SolidWorks
Familiar
Siemens NX
Siemens NX
Familiar
CAD Automation
CAD Automation
Expert

Tools Icon Development & Tools

Python
Python
Expert
Docker
Docker
Proficient
FastAPI<
FastAPI
Proficient
Git/GitHub
Git/GitHub
Proficient
CI/CD
CI/CD
Familiar
Micosoft Azure
Micosoft Azure
Familiar

Featured Projects

Innovative AI solutions for manufacturing and engineering challenges

Featured

Intelligent 2D Drawing Analysis System

Developed an AI-powered system for automated interpretation of 2D mechanical drawings, achieving high accuracy in extracting complex engineering information.

📊 95% Accuracy
⚡ 10x Faster
🔧 Production Ready
YOLOv8 Label Studio LVM Agents Computer Vision
Innovation

Natural Language CAD Automation

Pioneered integration of Model Context Protocols (MCP) with 3D CAD tools, enabling engineers to create and modify designs using natural language commands through Claude and other LLMs.

🎯 First of its kind
💬 Natural Language
🔗 Claude Integration
Model Context Protocol LLMs CAD APIs

Enterprise Multimodal RAG System

Built a production-grade document query system handling text, images, and technical drawings with advanced retrieval capabilities.

📚 10K+ Documents
🎨 Multimodal
☁️ Cloud Deployed
LlamaIndex Milvus Docker Azure

Intelligent CAD Analyzer

AI-powered system for comprehensive CAD model analysis, including feature recognition, manufacturability assessment, and design optimization suggestions. Provides actionable insights for engineering teams.

🔍 Deep Analysis
🏭 DFM Checks
💡 Smart Suggestions
Feature Recognition ML Analysis Manufacturing Rules AI Insights

AI-Powered 3D Model Generation

Created a pipeline that converts natural language descriptions into 3D printable models, revolutionizing rapid prototyping workflows.

🎨 Text-to-3D
🖨️ Print Ready
⏱️ Minutes to Model
Diffusion Models 3D Generation NLP

Automated Design Review Pipeline

AI system that detects errors, missing dimensions, and manufacturing issues in technical drawings, preventing costly production mistakes.

🔍 Error Detection
💰 Cost Savings
✅ Quality Assurance
Llama Index Mistral Quality Control

GearGPT - Natural Language Gear Design

Revolutionary AI tool that generates mechanical gears through natural language commands. Engineers can describe gear specifications in plain English, and GearGPT instantly creates accurate 3D models ready for manufacturing.

💬 Natural Language
⚙️ Instant Generation
🎯 Manufacturing Ready
GPT Integration CAD Automation NLP 3D Modeling

AI CAD Generator - Synthetic Parts at Scale

Developed an AI system capable of generating thousands to millions of synthetic CAD parts in seconds. This tool enables rapid prototyping, ML training data generation, and design space exploration at unprecedented scale.

🚀 1M+ Parts/Hour
🎲 Infinite Variations
📊 ML Training Ready
Generative AI Parametric Design High Performance Cloud Scale

CAD Weight Optimization AI

Advanced AI system for automated weight optimization of CAD models while maintaining structural integrity. Reduces material costs and improves performance through intelligent design modifications.

⚖️ 40% Weight Reduction
💪 Strength Maintained
💰 Cost Optimized
Topology Optimization FEA Integration AI Optimization CAD Automation

STEP File Analyzer & Cost Estimator

Comprehensive analysis tool that extracts metadata from STEP files including volume, surface area, and geometric features. Performs intelligent cost analysis based on manufacturing rules and material properties.

📐 Full Geometry Analysis
💵 Instant Cost Estimate
📊 Detailed Reports
STEP Processing Geometric Analysis Cost Modeling Python

Professional Journey

Progressive experience in AI and engineering innovation

Development Engineer - AI Solutions

MAindTec GmbH, Ingolstadt

January 2025 - Present

  • Leading AI initiatives for CAD automation and manufacturing optimization
  • Developed specialized LLM/LVM-based AI agents for industrial applications
  • Pioneered MCP integration with 3D CAD tools for natural language automation
  • Deployed production-grade multimodal RAG systems

Working Student - Research Scientist

Fraunhofer IPA, Stuttgart

July 2023 - May 2024

  • Conducted research in computer-aided production planning
  • Built ML models achieving 80% accuracy for CAD feature prediction
  • Designed 27+ complex 3D mechanical CAD models
  • Benchmarked 7 CAPP systems for master's thesis

Junior Machine Learning Engineer

Cyberify, Multan

May 2022 - April 2023

  • Deployed 5+ ML models for business automation
  • Reduced model deployment time by 30% through ML-Ops optimization
  • Contributed to 2 multimodal AI projects
  • Trained 10+ models using TensorFlow, Keras, and PyTorch

Python Developer

Cyberify, Multan

December 2021 - April 2022

  • Developed Python scripts for data processing and automation
  • Created data analysis tools using NumPy, Pandas, and Matplotlib
  • Supported data-driven decision-making processes

Trainee Test Engineer

Changan Automobile, Multan

July 2021 - November 2021

  • Validated automotive CAD models for manufacturability
  • Performed dimensional analysis and quality checks

Education

Strong academic foundation in AI and mechanical engineering

Master of Engineering (M.Eng.)

Deggendorf Institute of Technology, Germany

March 2022 - April 2024

Major: Artificial Intelligence for Smart Sensors and Actuators

Thesis: Development of a Benchmarking Environment for CAPP Systems

Key Projects:
  • Turtle Bot Automatic Parking System using LIDAR and ROS
  • Speech Command Recognition System using PyTorch
  • Advanced Car Detection System

Bachelor of Science (B.S.)

Ghulam Ishaq Khan Institute, Pakistan

September 2017 - June 2021

Major: Mechanical Engineering

Thesis: Development of Four-wheel Steering Mechanism

Foundation: Built strong engineering fundamentals that now enhance my AI solutions for mechanical systems.

Let's Connect

Open to collaborations and exciting AI engineering opportunities

Get in Touch

Email

muhammadhassansaleem9@gmail.com

Phone

+49 151 5799 5372

Location

Ingolstadt, Bavaria, Germany

LinkedIn

Connect on LinkedIn

GitHub

View GitHub Profile

Send a Message