Timothy Kamanja

Key Skills

Software

Other

Remotasks

Clickworker

Appen

CVAT

Lionbridge

Top Subject Matter

Social Media / Business Intelligence

General AI/Data Operations

Top Data Types

Text

Video

Document

Top Task Types

Data Collection

Bounding Box

Text Generation

Transcription

Text Summarization

Question Answering

Prompt Response Writing SFT

Freelancer Overview

Twitter List Data Scraper. Brings 4+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other and Remotasks. Education includes Diploma Program, Moringa School - Ngong (2024). AI-training focus includes data types such as Text and labeling workflows including Data Collection and Data Annotation.

Labeling Experience

Twitter List Data Scraper

OtherTextData Collection

I conducted in-depth data scraping by collecting and organizing Twitter list data based on strict criteria such as list member count, creator following, and thematic specificity. The work required precise research and extraction of structured information tailored to client requirements. Results were delivered in an accurate, timely, and organized manner, supporting further data-driven analysis.• Identified and extracted Twitter lists matching language and domain parameters. • Ensured each list met minimum size and credibility thresholds. • Maintained accuracy and organization in dataset preparation. • Delivered results on tight deadlines as specified by the project scope.

I conducted in-depth data scraping by collecting and organizing Twitter list data based on strict criteria such as list member count, creator following, and thematic specificity. The work required precise research and extraction of structured information tailored to client requirements. Results were delivered in an accurate, timely, and organized manner, supporting further data-driven analysis.• Identified and extracted Twitter lists matching language and domain parameters. • Ensured each list met minimum size and credibility thresholds. • Maintained accuracy and organization in dataset preparation. • Delivered results on tight deadlines as specified by the project scope.

2023 - 2024

Data Annotation and Micro-Tasker

RemotasksText

I performed a wide variety of micro-tasks for data annotation, transcription, and verification in a remote freelance capacity for the Remotask platform. The focus was on labeling and verifying diverse text datasets for machine learning projects. Work was executed with high efficiency and accuracy, as measured by platform standards and client feedback.• Annotated text data through labeling and categorization tasks. • Conducted data verification and quality checks to ensure dataset integrity. • Performed transcription and lead generation to support dataset enrichment. • Consistently achieved platform accuracy benchmarks for task performance.

I performed a wide variety of micro-tasks for data annotation, transcription, and verification in a remote freelance capacity for the Remotask platform. The focus was on labeling and verifying diverse text datasets for machine learning projects. Work was executed with high efficiency and accuracy, as measured by platform standards and client feedback.• Annotated text data through labeling and categorization tasks. • Conducted data verification and quality checks to ensure dataset integrity. • Performed transcription and lead generation to support dataset enrichment. • Consistently achieved platform accuracy benchmarks for task performance.

2020 - 2023

Education

Work History