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Quickcut

Quickcut

AI Data Annotator & ML Pipeline Builder (Independent Projects)

India flagKolkata, India
Entry Level

Key Skills

Software

No software listed

Top Subject Matter

Autonomous execution
low-resource environments
semantic retrieval

Top Data Types

TextText
DocumentDocument

Top Task Types

Fine-tuningFine-tuning

Freelancer Overview

AI Data Annotator & ML Pipeline Builder (Independent Projects). Brings 5+ years of professional experience across legal operations, contract review, compliance, and structured analysis. Core strengths include Internal and Proprietary Tooling. AI-training focus includes data types such as Text and labeling workflows including Fine-tuning.

Entry Level

Labeling Experience

AI Data Annotator & ML Pipeline Builder (Independent Projects)

TextFine Tuning
I built machine learning pipelines and prepared datasets for fine-tuning models to execute autonomously on low-end devices. I performed data ingestion, preprocessing, and transformation tasks as part of AI/ML development projects. These activities included collecting structured datasets and optimizing models for efficient inference. • Developed AI workflows with an emphasis on dataset curation and preparation • Worked with text data and semantic search through vector databases • Engaged in prompt engineering and ML model optimization • Leveraged Python and SQL tools for AI training applications.

I built machine learning pipelines and prepared datasets for fine-tuning models to execute autonomously on low-end devices. I performed data ingestion, preprocessing, and transformation tasks as part of AI/ML development projects. These activities included collecting structured datasets and optimizing models for efficient inference. • Developed AI workflows with an emphasis on dataset curation and preparation • Worked with text data and semantic search through vector databases • Engaged in prompt engineering and ML model optimization • Leveraged Python and SQL tools for AI training applications.

Present

Education

No Education added yet

Quickcut hasn’t added any Education History to their OpenTrain profile yet.

Work History

I

Independent Projects

Machine Learning Developer

Kolkata
2022 - Present