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Chiemerie A.

Chiemerie A.

okay

Nigeria flagLagos, Nigeria

Key Skills

Software

No software listed

Top Subject Matter

Lead Backend Engineer

Top Data Types

ImageImage
VideoVideo
TextText

Top Task Types

Entity (NER) ClassificationEntity (NER) Classification
Text GenerationText Generation
Text SummarizationText Summarization
TrackingTracking
Question AnsweringQuestion Answering
ClassificationClassification

Freelancer Overview

Recently, I created a hard-level problem using the Terminal-Bench framework – a realistic PostgreSQL environment with seeded data, adversarial elements, reference code, verification checks, and clear instructions. As part of my Master of IT (specializing in AI), I am familiar with working with annotated NLP datasets (BC5CDR, NCBI Disease), BIO tagging, and metrics to evaluate clinical named entity recognition (NER) models. Moreover, having worked as a senior/backend lead engineer for seven years means that I have had daily experience evaluating code – assessing its correctness, handling edge cases, and giving clear code reviews. The skill set required for this is precisely what is necessary to rate and fix the code generated by a machine learning model.

Labeling Experience

However, I do not have experience with image or any other type of annotation besides text annotation

However, I do not have experience with image or any other type of annotation besides text annotation. For example, during my studies towards the Master of IT (with AI specialization), I deal with the direct annotation of text at token level for named-entity recognition, such as using the BIO tagging schemes on manually annotated medical datasets like BC5CDR, NCBI Disease, and MACCROBAT, along with label evaluation, model evaluation, and comparisons with the correct annotations. Furthermore, I have developed some annotation-related material by creating a coding task called "Terminal-Bench," including a solution, automated test code, and exact task description, which required me to approach the job like I would annotate the data.

Not specified

Education

O

okay

Degree not specified

Not specified
Not specified

Work History

A

AB InBev

I'm a Lead Backend Engineer

Location not specified
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