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Richard Cembera

Richard Cembera

Seismic First-Break Picker (Geophysical Data Annotator)

Uganda flagWakiso, Uganda
$40.00/hrExpertOther

Key Skills

Software

Other

Top Subject Matter

Seismic Data Annotation
Video Data Annotation
Legal Services & Contract Review

Top Data Types

VideoVideo
ImageImage
TextText
DocumentDocument

Top Task Types

Point/Key PointPoint/Key Point
ClassificationClassification

Freelancer Overview

Seismic First-Break Picker (Geophysical Data Annotator). Brings 7+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Bachelor of Science, Makerere University (2019). AI-training focus includes data types such as Geospatial, Tiled Imagery, and Video and labeling workflows including Point, Key Point, and Classification.

ExpertEnglishFrench

Labeling Experience

Seismic First-Break Picker (Geophysical Data Annotator)

Point Key Point
As a Geophysical Data Annotator, I performed first-break picking on continuous, multi-trace seismic datasets for major oil and gas projects. My role required precise identification of signal onset points across hundreds of waveforms daily, ensuring annotation quality met rigorous audit standards. I developed reference standards for distinguishing true signals from noise, supporting downstream velocity modelling workflows. • Consistently applied marking methodology to ensure data integrity under repetitive, high-cognitive-load environments. • Maintained annotation accuracy demanded by professional QC standards for clients such as CGG Veritas and TOTAL E&P. • Worked independently for extended periods to deliver error-free annotation across large volumes of refraction data. • Used mental benchmarks to differentiate genuine geophysical events from potential artefacts, analogous to quality control in AI datasets.

As a Geophysical Data Annotator, I performed first-break picking on continuous, multi-trace seismic datasets for major oil and gas projects. My role required precise identification of signal onset points across hundreds of waveforms daily, ensuring annotation quality met rigorous audit standards. I developed reference standards for distinguishing true signals from noise, supporting downstream velocity modelling workflows. • Consistently applied marking methodology to ensure data integrity under repetitive, high-cognitive-load environments. • Maintained annotation accuracy demanded by professional QC standards for clients such as CGG Veritas and TOTAL E&P. • Worked independently for extended periods to deliver error-free annotation across large volumes of refraction data. • Used mental benchmarks to differentiate genuine geophysical events from potential artefacts, analogous to quality control in AI datasets.

2017 - 2020

Video Content Creator (Self-directed)

OtherVideoClassification
As a Video Content Creator, I conducted video quality assessment and editorial selection across various short documentary production projects. My work involved reviewing footage for visual coherence, audio-visual sync, and technical quality, making consistent labeling decisions at scale. This role directly developed visual literacy skills applicable to AI-generated video evaluation tasks. • Identified and categorized segments based on objective and subjective quality metrics over lengthy editing sessions. • Ensured consistent technical and narrative standards through careful annotation and footage selection practices. • Built a robust understanding of structured video as an annotation medium relevant to vision model training. • Applied domain expertise in distinguishing technical from content-related issues, informing data labeling best practices.

As a Video Content Creator, I conducted video quality assessment and editorial selection across various short documentary production projects. My work involved reviewing footage for visual coherence, audio-visual sync, and technical quality, making consistent labeling decisions at scale. This role directly developed visual literacy skills applicable to AI-generated video evaluation tasks. • Identified and categorized segments based on objective and subjective quality metrics over lengthy editing sessions. • Ensured consistent technical and narrative standards through careful annotation and footage selection practices. • Built a robust understanding of structured video as an annotation medium relevant to vision model training. • Applied domain expertise in distinguishing technical from content-related issues, informing data labeling best practices.

2013 - 2019

Education

M

Makerere University

Bachelor of Science, Petroleum Geoscience And Production

Bachelor of Science
2019 - 2019

Work History

O

Olive Energy

Supply Chain Coordinator

Wakiso
2022 - Present
G

GeoResolve Company Limited

Technical Field Data and Reporting Support

Kampala
2020 - Present