Ashmi B.

Experience

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  F1Soft International Pvt. Ltd.

  Feb 2017 - Jun 2019

  Software Engineer Intern

  Developed automated solutions to generate sentence similarity scores for medical and drug terminology of different country labels, using Python, MYSQL, WordNet, and MedDRA database for a healthcare organization by increasing the efficiency rate by 88.77%.• Leveraged analytical toolssuch as SQL, SPSS/R/SAS, Python, and data visualization platformslike PowerBI and Tableau to generate statistical figures. This data-driven approach resulted in a 70% improvement in decision making process.• Conducted extensive research and analysis to identify the most relevant and effective natural language processing techniques and tools for the healthcare domain, resulting in a 25% improvement in accuracy and performance compared to existing solutions. Show less

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  Cedar Gate Technologies

  Jul 2017 - Dec 2021

  Developed automated solutions to generate sentence similarity scores for medical and drugterminology of different country labels, using Python, MYSQL, WordNet, and MedDRAdatabase for a healthcare organization by increasing the efficiency rate by 88.77%.• Enhanced sentence significance scores by leveraging the k-means algorithm for sentimentbased clustering and fine-tuned cluster weights with a neural network, improving theaccuracy of sentence evaluation.• Conducted extensive research and analysis to identify the most relevant and effective naturallanguage processing techniques and tools for the healthcare domain, resulting in a 25%improvement in accuracy and performance compared to existing solutions.• Specialized in python and SQL programming to achieve the distance of the terms from thereference words in WordNet and MedDRA datasets in order to accomplish the training set foreach document clustered using the k-means algorithm and deploy the data in SQL Server.• Collaborated with other teams and departments such as data engineering, infrastructure, andquality assurance to ensure that the automated solutions integrate smoothly and securely withthe existing systems and processes, and meet the required performance, scalability, andsecurity standards.• Participated in knowledge-sharing and skill development activities such as code reviews, pairprogramming, and online courses, as well as attending workshops, resulting in a continuousimprovement of technical expertise and best practices Show less

  • Data QA Engineer

    Aug 2020 - Dec 2021

  • Business Data Analyst

    Jul 2017 - Jul 2020
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  Pasupati Multiple Campus

  Mar 2021 - Dec 2021

  Course Instructor :Digital Logic
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  The University of New Mexico

  Apr 2022 - Dec 2023

  • Built a Targeted Sentiment Analysis (TSA) (RoBERTa) model to aggregate targeted sentimentsexpressed on the entities from social media data and improved existing model by 60%.• Spearheading the project to build a user interface that accepts human eye retinal fundusimages and outputs graphs with bifurcation points located on the image which determinespatients' health conditions by accurately analyzing the retinal blood vessels and bifurcationpoints in the eye retinal fundus image.• Working on Visual C# .NET, Pattern Recognition, and Image Processing concepts to develop acustom algorithm using MATLAB to accurately detect and classify bifurcation points in theretinal fundus images, which served as a key input to the health diagnosis system.• Designing the user interface using Visual C# .NET to be intuitive and user-friendly for medicalprofessionals, allowing them to easily upload retinal images, visualize the results, and export thedata to other systems• Instructing a diverse group of 40+ students in the intricate domains of “The Ethical, Political, andSocial Environment of Business”.• Providing hands on assistance to students in various experiments and various calculations.• Collaborated on diverse projects related to neuro accounting, contributing to cutting-edge initiatives that integrate machine learning, image processing, and user interface design for academicapplications.• Employed at Anderson Behavioral Lab, specializing in conducting research on human interactions. Show less

  • Research And Teaching Assistant

    Feb 2022 - Dec 2023

  • Student Technical Specialist

    Apr 2022 - Aug 2022