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Yogesh Babnabat

Yogesh Babnabat

Labeling and Segmentation

INDIA flag
Remote, India
$10.00/hrIntermediateInternal Proprietary ToolingMindrift

Key Skills

Software

Internal/Proprietary Tooling
MindriftMindrift

Top Subject Matter

Medical/dicom Domain Expertise
Geospatial/Tiled Imagery
E-commerce - Product Categorization & Customer Support

Top Data Types

ImageImage
TextText
AudioAudio

Top Task Types

Segmentation
Classification
Object Detection
Text Generation
Fine Tuning
Evaluation Rating
Computer Programming Coding
Prompt Response Writing SFT
Data Collection
Transcription
Function Calling
Text Summarization
Question Answering

Freelancer Overview

Medical X-Ray Image Labeling and Segmentation. Brings 3+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include OpenCV. Education includes Bachelor of Technology, Madhav Institute of Technology and Science (2026) and Senior Secondary Certificate, Vidya School (2021). AI-training focus includes data types such as Image and labeling workflows including Segmentation.

IntermediateHindiEnglish

Labeling Experience

Rooftop Image Segmentation for Solar Analysis

ImageSegmentation
I segmented rooftop images using DeepLabV3+ and OpenCV for solar viability analysis. The project required precise polygon labeling to identify usable rooftop area for solar panel placement. Accurate segmentation enabled reliable energy output calculation and system design recommendations. • Labeled rooftop boundaries in images for solar suitability analysis. • Employed segmentation models to automate area measurement. • Processed diverse rooftop types to ensure generalizable labeling procedures. • Generated training data to improve model accuracy for solar panel sizing.

I segmented rooftop images using DeepLabV3+ and OpenCV for solar viability analysis. The project required precise polygon labeling to identify usable rooftop area for solar panel placement. Accurate segmentation enabled reliable energy output calculation and system design recommendations. • Labeled rooftop boundaries in images for solar suitability analysis. • Employed segmentation models to automate area measurement. • Processed diverse rooftop types to ensure generalizable labeling procedures. • Generated training data to improve model accuracy for solar panel sizing.

2025 - 2025

Medical X-Ray Image Labeling and Segmentation

ImageSegmentation
I trained a deep learning model for COVID-19 detection using a dataset of over 5,000 chest X-ray images. The task involved detailed image preprocessing, augmentation, and annotation for medical AI model development. This experience focused on image dataset preparation, segmentation, and classification for healthcare diagnostics. • Annotated and preprocessed X-ray images for AI model training. • Utilized techniques such as image rotation, flip, and contrast adjustment to diversify the dataset. • Performed detailed segmentation to identify regions of interest in X-rays. • Collaborated in evaluation and achieved high accuracy and F1-score for medical image classification.

I trained a deep learning model for COVID-19 detection using a dataset of over 5,000 chest X-ray images. The task involved detailed image preprocessing, augmentation, and annotation for medical AI model development. This experience focused on image dataset preparation, segmentation, and classification for healthcare diagnostics. • Annotated and preprocessed X-ray images for AI model training. • Utilized techniques such as image rotation, flip, and contrast adjustment to diversify the dataset. • Performed detailed segmentation to identify regions of interest in X-rays. • Collaborated in evaluation and achieved high accuracy and F1-score for medical image classification.

2024 - 2024

Education

M

Madhav Institute of Technology and Science

Bachelor of Technology, Computer Science Engineering

Bachelor of Technology
2022 - 2026
V

Vidya School

Senior Secondary Certificate, Science

Senior Secondary Certificate
2021 - 2021

Work History

W

Webmobi360

AI/ML Intern

Remote
2025 - Present
C

C-DAC

Cyber Security Intern

Noida
2024 - 2024