Hamza Abbasi

Hamza Abbasi

AI Developer | Autonomous Driving | GenAI Engineer

Building intelligent systems for mobility, mapping, and regulation.

πŸš—
Autonomous Driving
Validation & Navigation
πŸ€–
GenAI Applications
RAG, LoRA, Fine-tuning
πŸ—ΊοΈ
Mapping Pipelines
GeoJSON & Benchmarking

About Me

πŸš—πŸ€–

AI Developer at AAI GmbH

Specializing in cutting-edge autonomous driving technologies and GenAI applications that shape the future of mobility.

I'm an AI Developer at Automotive Artificial Intelligence (AAI) GmbH, where I work at the intersection of autonomous driving, artificial intelligence, and regulatory compliance.

My expertise spans across self-driving car validation platforms, developing sophisticated AI pipelines for navigation benchmarking that compare industry leaders like HERE, TomTom, and Google. I architect systems that process complex GeoJSON mapping data and generate realistic driving scenarios using OpenSCENARIO, OpenDRIVE, and OSI standards.

On the GenAI front, I build production-ready applications leveraging RAG architectures, LoRA fine-tuning, and LangChain orchestration. My work includes developing regulatory AI assistants that help navigate complex automotive homologation requirements and certification processes.

I excel in building robust backend systems using FastAPI and MongoDB, and deploying scalable solutions on AWS infrastructure with services like ECS, Cognito, and S3.

🎯
Mission
Building safe & intelligent mobility systems
⚑
Focus
AI-driven automotive innovation

Technical Skills

A comprehensive toolkit for building next-generation automotive AI systems

πŸ’»

Programming

PythonC++FastAPITypeScriptJavaScript
🧠

AI/ML

Deep LearningComputer VisionYOLOSensor FusionTensorFlowPyTorch
πŸ€–

GenAI

RAGLangChainLoRALLaMAGPTFine-tuning
πŸš—

Automotive Standards

ISO 34502ISO 34503OpenSCENARIOOpenDRIVEOSITÜV Certification
☁️

Cloud & Infrastructure

AWS ECSAWS CognitoMongoDBAirflowS3Docker
πŸ—ΊοΈ

Mapping & GeoData

GeoJSONHERE MapsTomTomGoogle MapsSpatial Analysis
5+
Years in AI Development
20+
Technologies Mastered
100%
Passion for Innovation

Featured Projects

Building cutting-edge solutions for autonomous driving and mapping intelligence

πŸ—ΊοΈ

NavDB Platform

Advanced navigation benchmarking system that compares and validates mapping data from HERE, TomTom, and Google Maps. Provides comprehensive analytics for route quality, POI accuracy, and real-time traffic data validation.

Key Highlights

Multi-provider comparison
Real-time validation
Automated reporting

Tech Stack

PythonFastAPIMongoDBGeoJSONHERE APITomTom APIGoogle Maps API
πŸš—

ReplicaR Certification Platform

End-to-end scenario generation and TÜV certification pipeline for autonomous driving validation. Generates OpenSCENARIO and OpenDRIVE compliant test scenarios for regulatory compliance.

Key Highlights

TÜV certified
Scenario generation
Compliance automation

Tech Stack

OpenSCENARIOOpenDRIVEOSIPythonC++AWS ECS
πŸ“‹

Homologation Regulation Assistant

Intelligent AI chatbot powered by RAG architecture that assists with automotive homologation laws, ISO standards (34502, 34503), and regulatory compliance. Provides instant access to complex certification requirements.

Key Highlights

ISO standards coverage
Regulatory compliance
Instant assistance

Tech Stack

RAGLangChainGPT-4FastAPIVector DBLLaMA
πŸ›£οΈ

GeoJSON Roadworks Benchmarking Tool

Automated mapping validation and daily reporting system for roadworks data. Processes GeoJSON datasets, validates spatial accuracy, and generates comprehensive benchmarking reports for infrastructure planning.

Key Highlights

Daily automation
Spatial validation
Benchmarking reports

Tech Stack

GeoJSONPythonAirflowMongoDBAWS S3Spatial Analysis

Interested in collaboration?

These projects represent just a fraction of my work in autonomous driving and AI. Let's discuss how we can build innovative solutions together.

Get in Touch

Professional Experience

AI Developer

Automotive Artificial Intelligence (AAI) GmbH
Present
Current Role

Leading development of AI-powered systems for autonomous driving validation and regulatory compliance. Architecting sophisticated platforms that process complex automotive scenarios and ensure safety standards.

Key Responsibilities

Developing autonomous driving and navigation validation platforms
Building GeoJSON and mapping data pipelines for multi-provider benchmarking
Creating scenario generation systems using OpenSCENARIO, OpenDRIVE, and OSI
Architecting GenAI applications with RAG, LoRA fine-tuning, and LangChain
Designing FastAPI + MongoDB backend systems for production environments
Managing cloud deployments on AWS (ECS, Cognito, S3) for scalable infrastructure

Technologies & Tools

PythonC++FastAPIMongoDBAWS ECSAWS CognitoS3RAGLangChainLoRAOpenSCENARIOOpenDRIVEOSIGeoJSONISO 34502ISO 34503AirflowDeep Learning

Building the Future of Mobility

My work at AAI GmbH focuses on creating the next generation of intelligent automotive systems that combine cutting-edge AI with rigorous safety standards and regulatory compliance.

πŸš€
4
Major Projects
βš™οΈ
6+
Core Technologies
πŸ—ΊοΈ
3
Map Providers
πŸ’―
100%
Dedication

Let's Connect

Interested in collaboration, consulting, or just want to discuss AI and autonomous driving? I'd love to hear from you!

Get in Touch

⚑

LinkedIn Preferred

For professional inquiries and networking, feel free to connect with me on LinkedIn for the fastest response!

Connect on LinkedIn β†’

Open to Collaboration

🀝
Consulting

AI strategy and implementation guidance

πŸ’Ό
Projects

Autonomous driving and GenAI solutions

πŸŽ“
Speaking

Tech talks and workshops on AI

πŸ”¬
Research

Collaborative research opportunities

Send a Message

βœ“

Response Time

I typically respond within 24-48 hours. For urgent matters, LinkedIn is your best bet!