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Miriyala Vamsi

Miriyala Vamsi

AI Training & Data Labeling for ASL Detection

India flagHyderabad, India
$15.00/hrIntermediateOther

Key Skills

Software

Other

Top Subject Matter

Sign Language Recognition
Plant Disease Detection

Top Data Types

VideoVideo
ImageImage

Top Task Types

Classification

Freelancer Overview

AI Training & Data Labeling for ASL Detection. Brings 1+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Technology, Kalasalingam Academy of Research and Education (2024). AI-training focus includes data types such as Video and Image and labeling workflows including Classification.

IntermediateEnglishTelugu

Labeling Experience

AI Training & Data Labeling for ASL Detection

OtherVideoClassification
Developed and implemented deep learning models to classify American Sign Language (ASL) gestures in videos. Created a classification pipeline to enable real-time detection of sign language using CNN and RNN architectures. Labeled and curated custom video datasets for model training and evaluation. • Achieved 90% classification accuracy on test set. • Used Python, OpenCV, and TensorFlow as primary tools. • Focused on human gesture recognition and linguistic interpretation for AI. • Published results in a peer-reviewed journal.

Developed and implemented deep learning models to classify American Sign Language (ASL) gestures in videos. Created a classification pipeline to enable real-time detection of sign language using CNN and RNN architectures. Labeled and curated custom video datasets for model training and evaluation. • Achieved 90% classification accuracy on test set. • Used Python, OpenCV, and TensorFlow as primary tools. • Focused on human gesture recognition and linguistic interpretation for AI. • Published results in a peer-reviewed journal.

2023 - 2024

Image Classification & Annotation for Plant Disease AI

OtherImageClassification
Designed and labeled image datasets depicting healthy and diseased plant leaves for AI-based diagnostics. Built and fine-tuned CNN models for automated disease classification. Managed data annotation and preparation to ensure high-quality training data. • Achieved above 95% model accuracy in disease detection. • Tools utilized included Python, OpenCV, and Streamlit. • Application targeted agriculture and plant science domains. • Published findings at an international conference.

Designed and labeled image datasets depicting healthy and diseased plant leaves for AI-based diagnostics. Built and fine-tuned CNN models for automated disease classification. Managed data annotation and preparation to ensure high-quality training data. • Achieved above 95% model accuracy in disease detection. • Tools utilized included Python, OpenCV, and Streamlit. • Application targeted agriculture and plant science domains. • Published findings at an international conference.

2022 - 2023

Education

K

Kalasalingam Academy of Research and Education

Bachelor of Technology, Computer Science (Artificial Intelligence and Machine Learning)

Bachelor of Technology
2020 - 2024

Work History

Z

Zennial Pro Private Limited

Trainee Software Engineer

Hyderabad
2025 - Present