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I am a computer scientist who specializes in developing ontology-driven semantic data analysis approaches for Bioinformatics. My research interests include Bioinformatics, Ontologies, Semantic Similarity, and Data Mining. After obtaining a PhD in computer science and engineering in 2012 from Mississippi State University, I was a postdoctoral associate at the University of North Carolina, Chapel Hill till June 2016. I am currently an Assistant Professor in the department of Computer Science at the University of North Carolina at Chapel Hill.
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Ai Bootcamp ChiefAi-CcoreOmaha, Ne, Us -
Associate ProfessorUniversity Of Nebraska At Omaha Aug 2024 - Present -
Assistant ProfessorUniversity Of North Carolina At Greensboro Aug 2016 - Present -
Director Of Informatics And AnalyticsUniversity Of North Carolina At Greensboro 2023 - Sep 2024 -
Postdoctoral Research AssociateUniversity Of North Carolina At Chapel Hill Mar 2013 - PresentDurham, North Carolina* Developed an approach to connect model organism genes to evolutionary variation in taxa using semantic similarity of phenotypes.* Developed a statistical framework using multilinear regression models to estimate the significance of semantic similarity database queries.* Designed and implemented an experiment to investigate the effect of anatomical homology on cross-species phenotype similarity.* Evaluated the performance of an NLP phenotype annotation software using annotation consistency between human curators and a consensus gold standard. * Participated in the Encyclopedia of Life hackathon. Developed a temporal data mining algorithm that uses context vector analysis to study how the usage of anatomical concepts evolves over time.* Developed a method for automated scheduling of concurrent sessions in conferences. Created Latent Dirichlet Allocation topic models from conference abstracts. Used stochastic optimization to assign talks to sessions so as to minimize semantic overlap between concurrent sessions and maximize coherence within sessions. -
Teaching AssistantDepartment Of Computer Science And Engineering, Mississippi State University Jan 2011 - Dec 2012* Taught "Introduction to Software Engineering" lab.* Served as Project Manager for the student teams and monitored project development.* Graded student assignments. -
Research AssistantMississippi State University Aug 2007 - Dec 2011* Developed a web-based computational tool for Gene Ontology based hypothesis testing.* Developed novel data mining algorithms to mine interesting cross-ontology relationships from large scale ontology-based data.* Developed cross-ontology interestingness metrics based on information theory to assess the relevance of biological association rules. * Supervised an undergraduate student as part of the NSF "Research Experience for Undergrads" program.* Managed the AgBase database, a large repository of biological data that serves as the backend for the AgBase suite of computational tools. -
Research InternU.S. Army Engineer Research And Development Center (Erdc) May 2012 - Aug 2012Vicksburg, Mississippi, Bulgaria* Ontology Research and Review * Developed a preliminary ontology framework to capture adverse outcome pathways.
Prashanti Manda Skills
Prashanti Manda Education Details
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Bioinformatics, Computer Science -
Biju Patnaik Technical University, IndiaComputer Science And Engineering
Frequently Asked Questions about Prashanti Manda
What company does Prashanti Manda work for?
Prashanti Manda works for Ai-Ccore
What is Prashanti Manda's role at the current company?
Prashanti Manda's current role is AI Bootcamp Chief.
What is Prashanti Manda's email address?
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What is Prashanti Manda's direct phone number?
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What schools did Prashanti Manda attend?
Prashanti Manda attended Mississippi State University, Biju Patnaik Technical University, India.
What skills is Prashanti Manda known for?
Prashanti Manda has skills like Perl, Php, Oracle Sql, Data Mining, Database Management, Bio Ontologies, Gene Ontology, Association Rule Mining, C, C++, Web Development, Computational Biology.
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Prashanti Manda
Worked At Balanced Harmony As A Consultant Physician , Singapore, Worked As An Assistant Manager At Icici Bank SingaporeUnited States -
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