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.