Haziqa Sajid

Haziqa Sajid

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

All blogs by Haziqa Sajid

sampleImage_data-collection
Data Operations
Data Collection: A Complete Guide to Gathering High-Quality Data for AI Training

sampleImage_data-versioning
Data Operations
Best Practices for Data Versioning for Building Successful ML Models

sampleImage_llm-as-a-judge
Model Evaluation
What is LLM as a Judge? How to Use LLMs for Evaluation

sampleImage_unstructured-dataset-management
Machine Learning
Best Practices for Handling Unstructured Data Efficiently

8 min

sampleImage_video-annotation-tool-evaluation
Computer VisionData Annotation
5 Questions to Ask When Evaluating a Video Annotation Tool

8 min

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

8 min

sampleImage_conversational-ai
Text
Scaling Conversations with AI: Challenges and Opportunities

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

8 min

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

8 min

sampleImage_pdf-ocr
Machine LearningText
PDF OCR: Converting PDFs into Searchable Text

sampleImage_data-exploration-tools-techniques
Data Operations
Data Exploration Made Easy: Tools and Techniques for Better Insights

sampleImage_building-a-generative-ai-evaluation-framework
Generative AI Model Evaluation
Building a Generative AI Evaluation Framework

sampleImage_supervisely-alternatives
12 Best Supervisely Alternatives in 2025

8 min

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

8 min

sampleImage_anomaly-detection
Data OperationsData Curation
Mastering Anomaly Detection in AI Training Data

sampleImage_video-object-tracking-algorithms
Computer Vision
Top 10 Video Object Tracking Algorithms in 2025

10 min

sampleImage_pdf-text-extraction-software
Data Annotation
Why a PDF Text Extraction Software is Key for Quality AI Text Training Data

sampleImage_best-dicom-viewers
Computer Vision
15 Best DICOM Viewers for Medical Imaging in 2024

8 min

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

10 min

sampleImage_data-visibility-traceability
Data Operations
Data Visibility & Traceability: How to Build Robust AI Models

sampleImage_data-management-tools-for-computer-vision
Data Operations
Top 6 Computer Vision Data Management Tools

8 min

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

7 min

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

10 min

sampleImage_exploring-audio-ai
Audio
Exploring Audio AI: From Sound Recognition to Intelligent Audio Editing

sampleImage_top-computer-vision-models
Computer Vision
Top Computer Vision Models: Comparing the Best CV Models

sampleImage_generative-ai-in-manufacturing
Machine Learning
Real-World Use Cases of Generative AI in Manufacturing

sampleImage_streamlining-ai-data-pipelines
Data Operations
The Ultimate Guide on How to Streamline AI Data Pipelines

sampleImage_model-observability-techniques
Machine Learning
A Guide to Machine Learning Model Observability

7 min

sampleImage_databricks-visualization
Machine Learning
Visualizations in Databricks

10 min

sampleImage_top-multimodal-models
Machine Learning
Top 10 Multimodal Models

5 min

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

8 min

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

7 min

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

6 min

sampleImage_deepchecks-alternatives
Top 9 Alternatives to DeepChecks

8 min

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

8 min

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

8 min

sampleImage_dataset-distillation
Data Operations
Dataset Distillation: Algorithm, Methods and Applications

8 min

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

10 min

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

8 min

sampleImage_voxel51-alternatives
Top Alternatives to Voxel51

8 min