Dr Samyuktha M.

Key Skills

Software

Other

Top Subject Matter

Dental radiology and oral oncology (precancer/cancer)

Community health epidemiological screening and oral cancer detection

Legal Services & Contract Review

Top Data Types

Document

Image

Text

Top Task Types

Classification

Diagnosis

Freelancer Overview

Co-Founder & Senior Dental Surgeon - Sri Vijaya Dental Care. Brings 16+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other. Education includes Bachelor of Dental Surgery, Gitam Dental College & Hospital (2011). AI-training focus includes data types such as Medical, DICOM, and Document and labeling workflows including Classification and Diagnosis.

Labeling Experience

Co-Founder & Senior Dental Surgeon - Sri Vijaya Dental Care

DocumentClassification

As a Co-Founder and Senior Dental Surgeon, you provide advanced clinical dental services and lead diagnostic and treatment planning for complex cases. You interpret 2D and 3D radiological imaging to support clinical data classification and landmark mapping. You apply structured safety protocols for managing systemic risk and ensuring accurate patient care documentation. • Interpret CBCT, OPG, and intraoral periapical radiographs • Perform punch biopsies and document findings for precancerous and cancerous lesions • Design prophylactic and risk-mitigation treatment frameworks for special populations • Audit pre-operative lab profiles to establish surgical baseline metrics.

2011 - Present

Community Health Outreach Lead — Independent & Indian Dental Association (IDA) Collaborative Initiatives (2011 - Present): Diagnostic screening and abnormality mapping

OtherDiagnosis

Conducted rapid structural clinical screenings for oral cancers during large-scale community outreach. Mapped abnormalities across highly varied clinical conditions to generate consistent diagnostic observations suitable for dataset-quality checking. Managed field-level clinical labeling processes through continuous engagement with evolving systemic screening protocols. • Screening and diagnostic confirmation workflow for suspected oral cancers • Abnormality mapping across diverse patient presentations • Field-based documentation and observation management • Continuous alignment with professional protocols for consistent labeling

2011 - Present

Co-Founder & Senior Dental Surgeon — Sri Vijaya Dental Care (2011 - Present): Clinical image interpretation and diagnostic labeling for oncology-related datasets

OtherClassification

Performed high-precision clinical data classification and landmark mapping by interpreting thousands of digital 2D and 3D radiological images (CBCT, OPG, IOPA). Produced structured diagnostic outputs by screening and categorizing precancerous and cancerous oral lesions from punch biopsy findings with detailed clinical documentation. Supported clinical auditing workflows to ensure accuracy and safety when benchmarking healthcare AI architectures. • Image-based classification of oral oncology precancerous/cancerous lesions • Landmark mapping and structural assessment from CBCT, OPG, and IOPA • Grounded documentation generation for diagnostic and risk stratification • Risk-mitigation protocol formulation tied to labeled clinical findings

2011 - Present

Education

Work History