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Ashik T.

Ashik T.

AI Data Quality Analyst & Model Evaluation Specialist

Sweden flagMalmo, Sweden

Key Skills

Software

No software listed

Top Subject Matter

My primary expertise lies at the intersection of Data Science
Supply Chain Operations
Technology Systems Validation. I possess deep experience analyzing complex information workflows
data pipelines
quantitative models. This allows me to expertly audit AI outputs for logical accuracy

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Bounding BoxBounding Box
PolygonPolygon
Point/Key PointPoint/Key Point
PolylinePolyline
Entity (NER) ClassificationEntity (NER) Classification
SegmentationSegmentation

Freelancer Overview

I am an analytical Data Specialist focused on supervised fine-tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF) for Large Language Models (LLMs). My expertise lies in evaluating complex multi-turn chatbot outputs, prompt engineering validation, preference ranking, and rigorous fact-verification workflows. I excel at parsing nuanced instruction rubrics, ensuring that logical reasoning paths, safety guardrails, and intent tags align perfectly with client expectations. Backed by strong technical literacy, I approach data curation with an eye for edge cases and contextual precision. I maintain a highly reliable, distraction-free home office setup dedicated exclusively to secure data processing and annotation tasks. My goal is to serve as a high-quality human-in-the-loop component for Western AI startups, delivering clean, reliable, and deployment-ready training data within tight project timelines

Labeling Experience

I possess a strong background in data engineering and structured data management, specializing in high-accuracy data for

I possess a strong background in data engineering and structured data management, specializing in high-accuracy data formatting, validation, and quality control pipelines. My experience involves working with large datasets where I have managed data verification, edge-case classification, and systemic logic reviews to ensure absolute data integrity. I am deeply familiar with implementing precise guidelines and establishing multi-layered verification processes to eliminate discrepancies in complex information schemas. My technical literacy allows me to quickly master enterprise data platforms and parse highly technical instruction rubrics with extreme attention to detail. I am exceptionally comfortable handling multi-modal data processing, categorical taxonomy structures, and structured text evaluation. I approach data curation with an analytical mindset, ensuring that every submission aligns perfectly with strict quality thresholds and deployment-ready standards

Not specified

Education

C

Completed a rigorous Bachelor of Technology (B.Tech) program focusing on advanced data structures, computational logic,

Degree not specified

Not specified
Not specified

Work History

C

Company not specified

Managed and validated multi-modal datasets, ensuring strict data integrity, schema compliance, and categorical alignment

Location not specified
Not specified