AI Engineer — Building intelligent systems that learn and deliver impact.

I engineer scalable ML solutions that bridge deep learning research with real-world deployment.

Muhammad Rizwan Aslam

Experience

1

AI Engineer

IAV GmbH

Oct 2024 – Present

Building multi-agent and RAG-based AI systems with memory and document understanding for enterprise workflows.

2

Machine Learning Engineer

Freelance

Aug 2023 – Sep 2024

Delivered end-to-end AI and ML solutions for data-driven products and automation.

3

Data Scientist Intern

Machine Learning 1

May 2023 – Jul 2023

Developed automated data extraction and annotation pipelines to improve ML model training and data processing efficiency.

4

Software Developer Intern

Abacus Consulting

May 2021 – Jul 2021

Built and optimized Spring Boot systems for secure automation and workflow reliability.

Skills & Certifications

Machine Learning & Data Science

Core ML engineering, data processing and model development.

PythonNumPyPandasScikit-learnMatplotlibPyTorchTensorFlowHuggingFaceOpenCVMLflowWeights & Biases

Generative AI & LLM Engineering

Large Language Models, RAG and generative pipelines.

OpenAIRetrieval-Augmented Generation (RAG)Agentic AILangChainLangGraphVector Databases

Cloud, DevOps & MLOps

Scalable deployment, automation and infrastructure.

AWS (SageMaker, Bedrock, S3)DockerKubernetesGitHub ActionsCI/CD pipelines

Full-Stack & Development Tools

API development, frontend integration and tooling.

FastAPIStreamlitSQLRedisPytestPydanticPoetryGitVS CodeJupyter

Certifications

Amazon Web Services

Jun 2025

AWS Certified Solutions Architect - Associate

Demonstrated ability to design, deploy, and optimize scalable cloud architectures for AI/ML workloads on AWS.

Verified CredentialView

DeepLearning.AI

Oct 2023

Deep Learning Specialization

Mastered foundational and advanced deep learning techniques, including CNNs, RNNs, and sequence modeling.

Verified CredentialView

DeepLearning.AI

Aug 2023

Machine Learning Specialization

Built a solid foundation in supervised, unsupervised, and applied ML systems with real-world case studies.

Verified CredentialView

Udemy

Jul 2022

Python for Data Science and Machine Learning

Gained practical experience in data analysis, visualization, and model building using Python’s ML ecosystem.

Verified CredentialView

Udemy

Sep 2022

Python for Data Structures and Algorithms

Strengthened problem-solving and algorithmic thinking skills essential for efficient AI and ML development.

Verified CredentialView

Projects

Retrieval Augmented Generation (RAG) App

A document intelligence app to query insights from PDFs, DOCX, CSVs and URLs.

OpenAILangChainPineconeStreamlit

Comics Generator

A Generative AI app to create an entire comic strip from a short scenario.

OpenAIStable DiffusionStreamlit

PSL Score Predictor

A data-driven web app to forecast cricket innings outcomes using historical match data.

PythonScikit-learnStreamlit

Mango Image Analysis App

A web app to classify different mango varieties based on UAV imagery.

PyTorchStreamlitYOLO

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