I will work on machine learning, deep learning, and computer vision projects

I'm Sonia Akbar, an AI Developer with two years of experience specializing in Data Annotation, Machine Learning, Deep Learning, Computer Vision, and NVIDIA DeepStream.

Whether you need support with machine learning, computer vision, deep learning, deepstream or any other area of AI, I bring the expertise and experience to help you achieve success

Data Preparation/Annotation Services

• Tabular Data Cleaning
• Exploratory Data Analysis 
• Data Visualization
• Data Annotation for Object Detection (Bounding Boxes)
• Data Annotation for Segmentation (Masks)
• Data Augmentation

Machine Learning Services

• Supervised / Unsupervised ML
• Classification and Regression
• Image Classification (Binary, Multi-Class, or Multi-label)
• Decision Trees and Random Forest
• Ensemble Modelling

Deep Learning Services

• Convolutional Neural Networks (CNN)
• Image Classification with Transfer Learning (ResNet, VGG, MobileNet, AlexNet)
• Object Detection (Yolo Family (v1 to v11), Faster R-CNN, SSD)
• Object Segmentation (Yolo, UNET, Mask R-CNN)

Tools / Frameworks/ Libraries

• Python
• NumPy & Pandas
• OpenCV & Pillow
• Scikit-Learn
• TensorFlow & Keras
• Colab / Jupyter Notebook
• Flask and Sqlite3
• Cloud Deployment (EC2)