Tani C.

Key Skills

Software

Clickworker

Appen

Don't disclose

Top Subject Matter

Project compliance

operations management

and structured reporting

Top Data Types

Text

Document

Audio

Top Task Types

Data Collection

Evaluation/Rating

Object Detection

Question Answering

Text Summarization

Prompt + Response Writing (SFT)

RLHF

Freelancer Overview

Project Supervisor | Geobams & Company Nigeria (Geobams & Company Nigeria). Brings 9+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Don't disclose. Education includes Bachelor of Science, Niger Delta University (2021). AI-training focus includes data types such as Text and Document and labeling workflows including Evaluation, Rating, and Data Collection.

Labeling Experience

Operations Manager | Geobams Table Water

Don't discloseDocumentRLHF

Designed and enforced structured quality control frameworks across multiple production lines using multi-criteria assessment rubrics to judge product consistency and compliance against defined standards, paralleling RLHF evaluation logic. Produced executive-level written performance reports covering KPIs, cost variance, quality metrics, and regulatory compliance, demonstrating the writing quality expected in AI training platforms. Implemented and maintained NAFDAC and SON compliance frameworks across a large team with consistent guideline adherence. • Rubric-based multi-criteria judgment • Executive reporting with structured written assessments • Instruction-following and guideline adherence at scale • Regulatory compliance consistency as evaluation discipline

2024 - Present

Project Supervisor | Geobams & Company Nigeria (secondary emphasis)

Don't discloseText

Applied standardised evaluation criteria across project compliance checkpoints and progress reviews to generate consistent, objective assessments. Produced structured briefs, risk reports, and escalation summaries for leadership to demonstrate accurate, precise written communication aligned with training-data quality expectations. Performed multi-variable tracking across budgets, schedules, team performance, and compliance metrics to support nuanced comparative decision-making. • Rubric-based compliance checkpoint evaluation • Leadership-ready written documentation • Multi-variable analytical processing • Consistent objective assessment practices

2023 - 2024

Project Supervisor | Geobams & Company Nigeria (Geobams & Company Nigeria)

Don't discloseText

Applied standardized evaluation criteria across compliance checkpoints and progress reviews to produce consistent, objective assessments similar to rubric-based evaluation used in AI annotation workflows. Prepared structured briefs, risk reports, and escalation summaries demonstrating clear written communication for high-quality training data creation. Tracked multi-dimensional project variables (budgets, schedules, team performance, and compliance metrics) to support nuanced judgments aligned with model output evaluation tasks. • Consistent rubric/rules-based assessment • Written documentation for stakeholder review • Multi-variable analytical tracking • Compliance-focused checkpoint evaluation

2023 - 2024

Class Teacher (NYSC) | Ugo Kings College

Don't discloseTextPrompt + Response Writing (SFT)

Designed and delivered structured learning content for 90+ students, demonstrating the ability to explain complex concepts clearly and logically. Created instructional communication that translates into writing high-quality prompts, model instructions, and evaluation rationales. Delivered content in accessible language, reflecting requirements for producing understandable training data and guidance. • Instructional content design • Clear logical explanation in writing • Accessible communication for varied learners • Translating expertise into structured training material

2022 - 2023

Enumerator | National Home-Grown School Feeding Program (NHGSFP)

Don't discloseTextData Collection

Collected standardized field data using identical evaluation criteria across diverse community environments, minimizing personal bias and maintaining objectivity. Compiled and submitted structured reports under strict programme timelines, demonstrating reliable, deadline-driven output for data-quality workflows. This role mirrors consistency requirements common in AI data collection and search/quality evaluation pipelines. • Standardized data collection with consistent criteria • Bias reduction through repeated rubric use • Deadline-based reporting submissions • Structured, objective field data documentation

2022 - 2022

Education

Work History