Shruti Balaji Email and Phone Number
With a Master's in Data Science from UMass Dartmouth, I'm currently pioneering AI applications in healthcare and analyzing job trends at Oceantic Network. My background in Bioinformatics from SASTRA University has been instrumental in harnessing Generative AI and LLM for impactful projects.Our work at UMass Dartmouth has led to advancements in breast cancer detection, utilizing machine learning models like FasterRCNN. We aim to enhance patient care by integrating multimodal data analysis and time series forecasting, and I am proud to contribute to these innovations alongside a dedicated team.
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Data Science Researcher At Multi-Scale Medical Robotics LabUniversity Of Massachusetts Dartmouth Oct 2023 - PresentNorth Dartmouth, Massachusetts, United StatesDetection of breast cancer using FasterRCNN model on DICOM images of MG modality. Expanding the scope of this project to a comparison study of YOLO trained and FasterRCNN model. Additionally training a multimodal fusion algorithm for 5 different modality dataset. -
Data Analytics InternOceantic Network Jun 2024 - Aug 2024Boston, Massachusetts, United StatesAnalyzing survey data to report the number of jobs created and predict future job trends in the offshore wind sector using tools like Python, and Tableau to improve the job numbers in the industry by at least 40%. -
Software Developer InternshipPsiog Digital Feb 2023 - Jun 2023Chennai, Tamil Nadu, IndiaWorked on an internal recommender system using the development norms for Low Code Application Platforms (LCAP). Supported in an Agile workflow model across various stages of the software development life cycle. -
Machine Learning ResearcherSastra University Nov 2022 - Feb 2023Thanjavur, Tamil Nadu, IndiaDeveloped a machine learning binary classification model to screen compounds and find the inhibitors and non-inhibitors. with extensive preprocessing steps including database balancing, feature selection methods, and dimensionality reduction using PCA and LDA achieving 87% accuracy. The model was efficient in predicting the inhibitors for in-vitro analysis from a database containing lakhs of compounds saving immense time and increasing the efficiency of the experiment 90 times faster. -
Deep Learning ResearcherSastra University Jul 2022 - Nov 2022Thanjavur, Tamil Nadu, IndiaCollected, stored, and preprocessed 88 GB MRI DICOM image dataset, trained using a CNN 10-layer model and a Resnet50 Transfer learning model. Achieved an accuracy of 94.6% with the simple CNN architecture model and parallelized the training for higher performance and computing.
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Data Analytics InternRela Hospital Feb 2022 - Mar 2022Chennai, Tamil Nadu, IndiaDeveloped a dashboard to visualize trends for patient management systems to improve the efficiency of the product and reduce the time consumed to summarize data by more than 60%. Used R programming to perform statistical analysis with MySQL database. -
Data Analytics Research AssistantSastra University Feb 2021 - Dec 2021Thanjavur, Tamil Nadu, IndiaVisualization of data in form of a heat map from a newly developed tool to check the presence of anti-microbial resistance genes in genomes of the ESKAPE pathogens. Further analysis of the provided map to understand the genes conferring resistance to Amino-glycoside antibiotics in these genomes.
Shruti Balaji Education Details
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Data Science
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Sastra UniversityBioinformatics
Frequently Asked Questions about Shruti Balaji
What company does Shruti Balaji work for?
Shruti Balaji works for University Of Massachusetts Dartmouth
What is Shruti Balaji's role at the current company?
Shruti Balaji's current role is Data Science Master's Graduate student.
What schools did Shruti Balaji attend?
Shruti Balaji attended University Of Massachusetts Dartmouth, Sastra University.
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