Open to opportunities

Hamza Amir

@hamzaamir1

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Machine Learning Engineer specializing in computer vision, real-time AI systems, and end-to-end ML deployment.

Germany

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What I'm looking for

I seek roles building scalable computer vision and real-time ML systems, with opportunities to deploy models to production, work cross-functionally, and grow in MLOps and research.

I am a Machine Learning Engineer pursuing an M.Sc. in Artificial Intelligence at BTU Cottbus with hands-on experience building computer vision systems, predictive models, and real-time AI solutions. I have developed YOLO-based pipelines, improved model accuracy through image preprocessing, and deployed services using FastAPI, Streamlit, Docker, and cloud platforms.

I have delivered production-ready projects including meter digit recognition and pharma sales forecasting, leveraging TensorFlow, PyTorch, OpenCV, XGBoost, ARIMA, and LSTM, while tracking experiments with MLflow and adding interpretability with SHAP. I prioritize scalable, interpretable solutions and enjoy bridging research and production to drive measurable business impact.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

OMNIT Enterprise

Apr 2024 - Mar 2025 (11 months)

Built YOLOv8 pipelines for digit detection and integrated models into a Streamlit + FastAPI app, improving real-time meter-reading accuracy through image preprocessing techniques.

YOLOv8 TensorFlow OpenCV fastAPI Streamlit Docker Image Processing MLFlow

Machine Learning Engineer

Al Intisar Solutions (Private) Limited

Sep 2023 - Mar 2024 (6 months)

Built and deployed time-series forecasting and ensemble models (XGBoost, ARIMA, LSTM) for pharma sales, adding SHAP-based interpretability and serving models via Flask APIs.

XGBoost ARIMA Flask SHAP GridSearchCV Pandas NumPy

Associate Machine Learning Engineer

DHA Suffa University

Sep 2022 - Jul 2023 (10 months)

Developed a YOLOv7-based vehicle detection system achieving 85% accuracy and 25 FPS on edge devices, tracked experiments with MLflow and optimized detection with NMS and confidence tuning.

YOLOv7 OpenCV MLFlow & Model Tuning Python

Education

Degrees, certifications, and relevant coursework

Brandenburg University of Technology Cottbus–Senftenberg

Master of Science, Artificial Intelligence

2024 -

Activities and societies: Associate Machine Learning Engineer role; projects including YOLOv8 digit detection and real-time deployment with FastAPI and Streamlit.

Pursuing a Master of Science in Artificial Intelligence with hands-on work in computer vision, real-time AI solutions, and ML pipeline deployment.

DHA Suffa University

Bachelor of Science, Computer Science

2019 - 2023

Activities and societies: Final year project: YOLOv7-based vehicle detection (85% accuracy, 25 FPS); held student organization roles (ACM, Spectrum).

Completed a Bachelor of Science in Computer Science with project work on computer vision and traffic monitoring achieving applied real-time system results.