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Anisa Kassam

Anisa Kassam

AI Data Annotation & Audit Specialist

IRELAND flag
Westmeath, Ireland
$15.00/hrExpertOtherLionbridgeAppen

Key Skills

Software

Other
LionbridgeLionbridge
AppenAppen
ClickworkerClickworker

Top Subject Matter

AI Model Training (General Artificial Intelligence and Speech/UI Systems)
Speech Analytics and Customer Service Insights
Speech Analytics and Financial Customer Service

Top Data Types

ImageImage
AudioAudio
TextText
DocumentDocument

Top Task Types

Bounding Box
Classification
Entity Ner Classification
Text Generation
Question Answering
Object Detection
Transcription
Evaluation Rating
Data Collection
Prompt Response Writing SFT
Text Summarization
Segmentation

Freelancer Overview

AI Data Annotation & Audit Specialist. Brings 12+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal, Proprietary Tooling, and Other. Education includes Advanced Diploma in Financial Management, Regent Business School (2025) and National Certificate in Banking, BankSETA (2017). AI-training focus includes data types such as Image and Audio and labeling workflows including Bounding Box and Classification.

ExpertEnglish

Labeling Experience

Data Analyst

OtherAudioClassification
As a Data Analyst, I reviewed and labeled large volumes of customer call data using speech analytics tools for compliance and model training. My tasks primarily involved transcript review, rule-based labeling, and classification of conversational outcomes and issues. Rigorous attention to quality and annotation guidelines ensured consistently accurate datasets. • Performed speech-to-text validation and labeled transcripts for completeness and correctness. • Classified call topics, issues, and outcomes based on review criteria. • Generated and tracked reports on annotation trends and data quality. • Supported quality and compliance teams through reliably annotated audio/text data.

As a Data Analyst, I reviewed and labeled large volumes of customer call data using speech analytics tools for compliance and model training. My tasks primarily involved transcript review, rule-based labeling, and classification of conversational outcomes and issues. Rigorous attention to quality and annotation guidelines ensured consistently accurate datasets. • Performed speech-to-text validation and labeled transcripts for completeness and correctness. • Classified call topics, issues, and outcomes based on review criteria. • Generated and tracked reports on annotation trends and data quality. • Supported quality and compliance teams through reliably annotated audio/text data.

2024 - Present

AI Data Annotation & Audit Specialist

ImageBounding Box
In this role, I conducted high-accuracy data annotation across images, video, audio, and text for AI model training and evaluation. My responsibilities included reviewing, correcting, and validating AI-generated outputs and performing detailed speech-to-text validation. I consistently delivered quality results while tagging, classifying, and annotating various modalities under strict guidelines. • Performed bounding box, point grounding, object counting, and cropping tasks for image and video data. • Validated translated text and tagged named entities in multi-language annotation projects. • Conducted structured prompt output tasks for UI and website generation. • Reviewed and corrected transcriptions of audio data for clarity and accuracy.

In this role, I conducted high-accuracy data annotation across images, video, audio, and text for AI model training and evaluation. My responsibilities included reviewing, correcting, and validating AI-generated outputs and performing detailed speech-to-text validation. I consistently delivered quality results while tagging, classifying, and annotating various modalities under strict guidelines. • Performed bounding box, point grounding, object counting, and cropping tasks for image and video data. • Validated translated text and tagged named entities in multi-language annotation projects. • Conducted structured prompt output tasks for UI and website generation. • Reviewed and corrected transcriptions of audio data for clarity and accuracy.

2025 - 2026

Speech & Data Insights Analyst

OtherAudioClassification
In this position, I focused on the review and annotation of customer call data to enhance data quality for AI-driven analytics. My role included high-volume transcript review, speech-to-text validation, and classification according to defined annotation rules. Continued adherence to standards ensured accurate labeled datasets for business insights. • Used speech analytics platforms to label and validate audio data. • Checked and corrected call transcript accuracy and meaning. • Identified errors, missing data, and quality issues within large datasets. • Produced reports tracking trends and annotation consistency.

In this position, I focused on the review and annotation of customer call data to enhance data quality for AI-driven analytics. My role included high-volume transcript review, speech-to-text validation, and classification according to defined annotation rules. Continued adherence to standards ensured accurate labeled datasets for business insights. • Used speech analytics platforms to label and validate audio data. • Checked and corrected call transcript accuracy and meaning. • Identified errors, missing data, and quality issues within large datasets. • Produced reports tracking trends and annotation consistency.

2021 - 2024

Education

R

Regent Business School

Advanced Diploma in Financial Management, Financial Management

Advanced Diploma in Financial Management
2025 - 2025
B

BankSETA

National Certificate in Banking, Banking

National Certificate in Banking
2017 - 2017

Work History

W

World Wide Advisory Services

Financial Data Analyst

Westmeath
2024 - Present
F

First National Bank

Customer Interaction Analyst

Johannesburg
2021 - 2024