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Anuj Gupta is listed as Senior ML and Bioinformatics scientist | Ph.D. (Georgia Tech) | IIT Kanpur at HC Bioscience, Inc., based in Cambridge, Massachusetts, United States. AeroLeads shows a matched LinkedIn profile for Anuj Gupta.
Anuj Gupta previously worked as Senior Scientist at Hc Bioscience, Inc. and Senior Machine Learning and Bioinformatics Scientist at Valtedseq. Anuj Gupta holds Bachelor Of Technology (B.Tech.), Bioengineering And Biomedical Engineering from Indian Institute Of Technology, Kanpur.
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Senior AI/ML scientist for early stage Biotech with focus on Computational Biology and Bioinformatics. Experience in building computational core of early stage Biotech - including AI frameworks to utilize generated data, implemend novel algorithms and pipelines that process the raw data, and create automated systems. My strength lies in collaborating with wet lab teams to understand how AI/ML and other computational frameworks could help with the objective. At HC Bioscience, Inc., our team leverages cutting-edge AI to push the boundaries of drug discovery. With a strong foundation in computational biology, we focus on developing AI models that pioneer novel RNA-based therapies. Our current projects include the creation of Graph Variational Autoencoders (VAEs) and the application of Generative Adversarial Networks (GANs) to optimize molecular structures.Previously, as part of ValtedSeq, our collective efforts centered on utilizing single-cell sequencing data to unearth biomarkers and therapeutic targets for neurodegenerative diseases. This work has equipped us with the capability to harness machine learning for intricate biotechnological challenges, furthering our mission to revolutionize the landscape of immunotherapies for conditions like Alzheimer's and Parkinson's diseases.
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Cambridge, Massachusetts, US
1. Build computational infrastructure for inhouse analysis of internal/external data. This includes building AI frameworks, Bioinformatics pipelines, data management and analysis strategies.2. Developing AI models to create novel drug molecules. This includes development of Graph VAEs with GAN as feedback to optimise RNA molecules.
Single-cell sequencing analysis to find biomarkers and drug targets for Alzheimer's and Parkinson's diseases. Driving novel deep learning frameworks to explore the human brain.
- Developed methodologies linking evolution with an immune response that identify key interventions and drug targets to enhance resilience in otherwise fatal malarial infection- Built prediction methodology from gene expression to metabolic changes to evaluate effects of mutant genes and points of intervention by altering enzymatic activity in kinetic.
Switzerland 🇨🇭, CH
- Built novel application to predict nutritional health from human gut microbiome- Designed a feature specific parametric mixture model to define distance matrix, characterize and cluster gut microbiome and identify essential and variable species that affect the progression of diseases
Atlanta, GA, US
- Designed and implemented a novel bacterial classification algorithm for CDC (13K downloads, 50+ citations)- Developed maximum parsimony inspired algorithm followed by a Bayesian inference model to achieve 100% real outbreak prediction accuracy while achieving 20% less runtime and disk usage than gold standard methods
Amsterdam, Noord-Holland, NL
- Developed tool to track infection spread in a hospital environment using maximum likelihood model- Indentified signature mutations and developed linear regression models for contact tracing
Sunnyvale, CA, US
Built software modules to reduce failure rate by 90% and installation time by 50% on multiple eGain installations
Dallas, Texas, US
Worked with their client (a California based research group) on project related to exploring protein pathway databases. Used APIs to extract data from pathway databases Reactome and Wikipathways to form a consensus cleaned dataset. Queried various other databases through their APIs and webservices to add, interpret and analyze some more data.
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Anuj Gupta works for HC Bioscience, Inc..
Anuj Gupta is listed as Senior ML and Bioinformatics scientist | Ph.D. (Georgia Tech) | IIT Kanpur at HC Bioscience, Inc..
Anuj Gupta is based in Cambridge, Massachusetts, United States while working with HC Bioscience, Inc..
Anuj Gupta has worked for Hc Bioscience, Inc., Valtedseq, Lab For Biological Systems Analysis, Roche, and Ihrc, Inc.
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Anuj Gupta holds Bachelor Of Technology (B.Tech.), Bioengineering And Biomedical Engineering from Indian Institute Of Technology, Kanpur.
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