Muhammad Omer

Machine Learning Engineer

Accenture

Feb 2025 - Present • 1 yr 3 mos

● Developed machine learning pipelines using Python that automated document processing and classification tasks, cutting down manual work significantly ● Built a recommendation system using NLP techniques that helped the business team make faster decisions based on customer data ● Created dashboards and monitoring tools to track model performance in production and catch issues early

Freelance AI & Data Science

Upwork • Freiberufler

Jun 2023 - Present • 2 yrs 11 mos

● Delivered end-to-end data science and AI solutions for clients across different industries, building machine learning models for classification, regression, and prediction tasks using Python, scikit-learn, TensorFlow, and PyTorch ● Developed LLM-based applications and AI agents using OpenAI GPT, Claude, and Ollama for text generation, document processing, chatbots, and automated workflows that handled complex business tasks ● Performed web scraping, data extraction from PDFs and APIs, data annotation, NLP tasks like sentiment analysis and text classification, and built interactive dashboards using Power BI and Python visualization tools ● Deployed machine learning models to production using Flask, FastAPI, Docker, and AWS, setting up automated pipelines and DevOps workflows for continuous training and deployment

Data Analyst

DataAnnotation • Freiberufler

Mar 2023 - Aug 2024 • 1 yr 5 mos

I handled data analysis projects for machine learning systems. Extracting and structuring data from PDFs, documents, and web sources. Building reports and visualizations to support model training and business insights. Working remotely with teams on multiple data projects.