Darshan Jape

Key Skills

Software

LabelImg

CVAT

Top Subject Matter

Object Detection

Text Classification

Audio Event Detection

Top Data Types

Image

Text

Audio

Top Task Types

Bounding Box

Classification

Freelancer Overview

Data Labeling Associate (Freelance/Internship). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include LabelImg, Google Sheets, and CVAT. Education includes Bachelor of Business Administration, Sanjivani University (2016). AI-training focus includes data types such as Image, Text, and Audio and labeling workflows including Bounding Box and Classification.

Labeling Experience

Audio Data Labeling (Freelance/Internship)

CVATAudioClassification

I labeled and annotated audio data as part of AI/ML training projects, focusing on validation and consistency. Annotated audio involved categorizing clips and applying tags for voice or event detection tasks. Collated and managed high-volume audio datasets using annotation tools for model training purposes. • Annotated and labeled audio files for ML tasks • Used platforms such as CVAT and spreadsheets for organization • Ensured labels matched predefined quality and task requirements • Enabled robust training data for voice/event recognition models

I labeled and annotated audio data as part of AI/ML training projects, focusing on validation and consistency. Annotated audio involved categorizing clips and applying tags for voice or event detection tasks. Collated and managed high-volume audio datasets using annotation tools for model training purposes. • Annotated and labeled audio files for ML tasks • Used platforms such as CVAT and spreadsheets for organization • Ensured labels matched predefined quality and task requirements • Enabled robust training data for voice/event recognition models

2023 - Present

Text Classification Project (Freelance/Internship)

TextClassification

I performed text data classification by categorizing large datasets into predefined classes as part of machine learning pipeline preparation. I helped improve labeling consistency by implementing validation procedures. High attention to detail and accuracy was maintained throughout the process. • Classified textual data into specific categories • Used annotation platforms and spreadsheets for data labeling • Performed manual validation to ensure data quality • Supported downstream ML model training with structured labels

I performed text data classification by categorizing large datasets into predefined classes as part of machine learning pipeline preparation. I helped improve labeling consistency by implementing validation procedures. High attention to detail and accuracy was maintained throughout the process. • Classified textual data into specific categories • Used annotation platforms and spreadsheets for data labeling • Performed manual validation to ensure data quality • Supported downstream ML model training with structured labels

2023 - Present

Data Labeling Associate (Freelance/Internship)

LabelimgImageBounding Box

As a Data Labeling Associate, I annotated and labeled thousands of images for object detection and classification machine learning projects. I used bounding box, polygon, and classification techniques to ensure high-quality annotations. I validated and reviewed labeled data to maintain consistency and accuracy across large-scale datasets. • Annotated images for vehicles and pedestrian detection • Used tools such as LabelImg and CVAT to perform bounding box and polygon labeling • Performed quality assurance through validation checks • Delivered over 5,000 labeled images for AI/ML projects

As a Data Labeling Associate, I annotated and labeled thousands of images for object detection and classification machine learning projects. I used bounding box, polygon, and classification techniques to ensure high-quality annotations. I validated and reviewed labeled data to maintain consistency and accuracy across large-scale datasets. • Annotated images for vehicles and pedestrian detection • Used tools such as LabelImg and CVAT to perform bounding box and polygon labeling • Performed quality assurance through validation checks • Delivered over 5,000 labeled images for AI/ML projects

2023 - Present

Education

Work History