Subrakanth Sutar

Acne Consult :

• Working on a Consultation based application which helps patients to self-diagnose a common and yet very problematic lesion called as Acne.
• Building an environment the AI helps the patient to diagnose the Acne Types and Severity. Then further the patient is guided with the right dermatologist to consult and track their Acne severity.
• The Diagnosis Tool's Core functionality is derived from TensorFlow CNN Classification Model to classify the Severity and Type of Acne.
• Have Worked on TensorFlow ObjectDetection for Lesion(Acne) Detection.

NLP (Clinical NER):

• Have Hands on Experience with Johnsnow Labs spark-nlp Healthcare algorithms.
• Have worked on Clinical-NER for ICD-M10 code Feature Extraction, SNOMED Entity Extraction, various Medical Code Mappings, Signs & Symptom's Extraction, etc.

Roles and Responsibilities:

• Identified issues, analyzed information and provided solutions to problems.
• Created plans and communicated deadlines to ensure projects were completed on time.
• Adhered to social distancing protocols and wore mask or face shield at all times.
• Worked flexible hours; night, weekend, and holiday shifts.
• Working on a project "Aiklu Triage", The idea is to transform the Dermatology Clinic Consultations in United Kingdom to a sophisticated Digitized environment. To have a Smart Mirror for registration of patient to Consult a Dermatologist and Digital prescription to Treatment Delivery.
• The Idea(Smart Clinic by Aiklu ) is Still in R&D and ongoing.
• Utilized advanced querying, visualization and analytics tools to analyze and process complex data sets.

• Developed specific Adult & Pediatrics Skin Condition Diagnosis Tool using Tensorflow framework.
• Worked on Tensorflow for image training and classification(CNN) Models.
• Developed team communications and information for meetings.
• Quickly learned new skills and applied them to daily tasks, improving efficiency and productivity.
• Developed and implemented performance improvement strategies and plans to promote continuous improvement.
• Delivered service to customer locations(Techion Group Limited) within specific timeframes.
• Assessed accuracy and effectiveness of new and existing data sources and data analysis techniques.
• Tested and validated models for accuracy of predictions in outcomes of interest.