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Every Feature You Need
Techjays merges these processes to turn complicated into painless.
Data Labeling and Curation
- Parsers
- Dataset cleaners
- Content scrapers
- OCR
- Labeling tools
Data Cleaning
- Deduplication
- Anomaly removal
- Error correction
- Standardization
- Handling missing data
- Sensitive data removal
Data Augmentation
- Text augmentation
- Synthetic data creation
- Domain-specific transformation
Vector Database Integration
- Embedding model selection and application
- Chunking strategies
- Embedding annotation
- Advanced Retrieval
- Query transformations
- Retrieval parameters
Prompt Engineering / Agentic Flow Engineering
- Prompt flow DAG creation & execution
- Effective prompt generation
- Prompt optimization
- LLM choice
- LLM distillation
AI Quality Assurance
- LLM evals
- LLM-as-judge
- Automated risk & safety metrics
- Automated generation quality metrics
- A/B testing infra
- User feedback loops Infra
Adversarial Testing
- Adversarial data set customization
- Continuous testing and evaluation
Machine Learning Ops
- Traditional devops + DAG ops + LLM ops
- Tracking and traceability for AI responses
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