Open to opportunities

Muhammad Umer

@muhammadumer17

Message

I am an ML/DL engineer focused on computer vision and NLP.

Pakistan

Message

What I'm looking for

I seek entry-level ML/DL roles in CV/NLP that emphasize research, hands-on model deployment to edge devices, mentorship, and opportunities to advance toward PhD-level research while contributing to production-ready systems.

I am an ML and deep learning engineer specializing in computer vision and natural language processing with hands-on internship experience building models for real-world applications. During my internship and academic projects I developed image classification (MobileNetV2), sentiment-analysis models (91%+ accuracy), and an automated essay scoring pipeline achieving ~0.64 MAE and ~0.32 R².

I build production-aware solutions using Python, TensorFlow/Keras, YOLO, BERT and edge deployment tools like TensorFlow Lite and NVIDIA Jetson, emphasizing model explainability and optimization (Grad-CAM, FP16). I am driven to continue CV/NLP research, push models to edge devices, and pursue opportunities that support research growth and practical deployment.

Experience

Work history, roles, and key accomplishments

Machine Learning Intern

Rhombix

Jan 2025 - Present (7 months)

Developed and optimized machine learning models for computer vision and NLP tasks, handling data preprocessing, model training, and performance evaluation using Python and popular ML libraries; collaborated on experiments, codebase and edge deployment.

Python TensorFlow Keras Computer Vision Natural Language Processing data preprocessing Transfer Learning

Education

Degrees, certifications, and relevant coursework

University of Sargodha

Bachelor of Computer Science, Computer Science

2021 -

Activities and societies: Final-year FYP: Face mask detection & recognition; Smart Object Detection System (MobileNetV2); Twitter Sentiment Analysis; Automated Essay Scoring; BERT-based Fake News Detection (in progress).

Pursuing a Bachelor of Computer Science at the University of Sargodha with a focus on machine learning, computer vision, and NLP. Expected graduation 2025.