Author

Haziqa Sajid

Haziqa, a data scientist and technical writer, loves to apply her technical skills and share her knowledge and experience through content.

She received her Master's Degree in Data Science from the National University of Computer and Emerging Sciences, focusing on deep learning and deep learning. Additionally, she received her Bachelor's Degree in Computer Software Engineering from the National University of Sciences and Technology (NUST).

Publications:

  • https://cloudprojectcom.wordpress.com/final-report/

Haziqa Sajid

All blogs by Haziqa Sajid

sampleImage_data-infrastructure-competitive-advantage
Why Your AI Data Infrastructure Is the Real Competitive Advantage
sampleImage_model-observability-techniques
A Guide to Machine Learning Model Observability

7 m

sampleImage_top-multimodal-models
Top 10 Multimodal Models

5 m

sampleImage_data-annotation-companies-for-computer-vision
12 Best Data Labeling Companies [2025]

8 m

sampleImage_best-data-annotation-tools-for-generative-ai
Best Data Annotation Tools for Generative AI 2025
sampleImage_best-video-annotation-tools-for-healthcare
Best Video Annotation Tools for Healthcare 2025
sampleImage_audio-segmentation-for-ai
Audio Segmentation for AI: Techniques and Applications 
sampleImage_conversational-ai
Scaling Conversations with AI: Challenges and Opportunities
sampleImage_testing-blog
AI and Robotics: How Artificial Intelligence is Transforming Robotic Automation
sampleImage_smart-robotics
Smart Robotics: Definition & How it Works
sampleImage_ai-and-robotics
AI and Robotics: How Artificial Intelligence is Transforming Robotic Automation
sampleImage_ai-sentiment-analysis-tool
How to Build an AI Sentiment Analysis Tool
sampleImage_agricultural-drone
Agricultural Drone: What is it & How is it Developed?
sampleImage_unstructured-dataset-management
Best Practices for Handling Unstructured Data Efficiently

8 m

sampleImage_llm-as-a-judge
What is LLM as a Judge? How to Use LLMs for Evaluation
sampleImage_data-versioning
Best Practices for Data Versioning for Building Successful ML Models
sampleImage_data-collection
Data Collection: A Complete Guide to Gathering High-Quality Data for AI Training
sampleImage_video-annotation-tool-evaluation
5 Questions to Ask When Evaluating a Video Annotation Tool

8 m

sampleImage_panoptic-segmention-tools
Panoptic Segmentation Tools: Top 9 Tools to Explore in 2025

8 m

sampleImage_ultimate-guide-ai-as-a-service
AI as a Service: The Ultimate AIaaS Guide for Business in 2025

8 m

sampleImage_pdf-ocr
PDF OCR: Converting PDFs into Searchable Text
sampleImage_data-exploration-tools-techniques
Data Exploration Made Easy: Tools and Techniques for Better Insights
sampleImage_building-a-generative-ai-evaluation-framework
Building a Generative AI Evaluation Framework
sampleImage_supervisely-alternatives
12 Best Supervisely Alternatives in 2025

8 m

sampleImage_3d-slicer-alternatives
10 Best 3D Slicer Alternatives in 2025

8 m

sampleImage_anomaly-detection
Mastering Anomaly Detection in AI Training Data
sampleImage_video-object-tracking-algorithms
Top 10 Video Object Tracking Algorithms in 2025

10 m

sampleImage_pdf-text-extraction-software
Why a PDF Text Extraction Software is Key for Quality AI Text Training Data
sampleImage_best-dicom-viewers
15 Best DICOM Viewers for Medical Imaging in 2024

8 m

sampleImage_computer-vision-manufacturing
Top 8 Use Cases of Computer Vision in Manufacturing

10 m

sampleImage_data-visibility-traceability
Data Visibility & Traceability: How to Build Robust AI Models
sampleImage_data-management-tools-for-computer-vision
Top 6 Computer Vision Data Management Tools

8 m

sampleImage_computer-vision-in-warehouse-automation
How to Leverage Computer Vision in Warehouse Automation

7 m

sampleImage_github-repositories-image-segmentation
15 Interesting Github Repositories for Image Segmentation

10 m

sampleImage_exploring-audio-ai
Exploring Audio AI: From Sound Recognition to Intelligent Audio Editing
sampleImage_top-computer-vision-models
Top Computer Vision Models: Comparing the Best CV Models
sampleImage_generative-ai-in-manufacturing
Real-World Use Cases of Generative AI in Manufacturing
sampleImage_streamlining-ai-data-pipelines
The Ultimate Guide on How to Streamline AI Data Pipelines
sampleImage_databricks-visualization
Visualizations in Databricks

10 m

sampleImage_itk-snap-alternatives
Top 8 ITK-Snap Alternatives in 2024

8 m

sampleImage_automated-guided-vehicles-agvs-warehouse
Automatic Guided Vehicles: The Future of Machine Vision in Warehousing

7 m

sampleImage_vision-based-localization-a-guide-to-vbl-technique
Vision-based Localization: A Guide to VBL Techniques for GPS-denied Environments

6 m

sampleImage_deepchecks-alternatives
Top 9 Alternatives to DeepChecks

8 m

sampleImage_open-ai-clip-alternatives
Top 8 Alternatives to the Open AI CLIP Model

8 m

sampleImage_computer-vision-in-agriculture
Computer Vision in Agriculture: The Age of Agricultural Automation through Smart Farming

8 m

sampleImage_dataset-distillation
Dataset Distillation: Algorithm, Methods and Applications

8 m

sampleImage_computer-vision-robotics-applications
Top 8 Applications of Computer Vision in Robotics

10 m

sampleImage_few-shot-learning-in-computer-vision
Few Shot Learning in Computer Vision: Approaches & Uses

8 m

sampleImage_voxel51-alternatives
Top Alternatives to Voxel51

8 m