Work Experience (Relevant)*: National Institute of Health (NIH) Biosketch
, Dr. Sahu Machine learning in cybersecurity, Dr. Tisdale, National Science Foundation South Carolina Established Program for Stem Cooperative Research (SC EPSCoR) RII Track-1 Award AI-enabled Devices for the Advancement of Personalized and Transformative Healthcare in South Carolina, ADAPT award, Techniques of computer vision for image analysis Dr. Konneman Daniel, Systematics in Coccoloba (Polygonaceae), Dr. Derrick Swinton, Kean University, Union, New Jersey, USA Machine learning for nanoparticle property prediction, Dr. Gao Zhi, Clemson University Subaward, Clemson University https://cecas.clemson.edu/biophotonics/, South Carolina, USA GAIN CRP award (Grants for Applications in Industry and Networking Collaborative Research Program): AI-Enabled Construction of Aligned Collagen Using Two-Photon Techniques Dr. Theppatorn & Dr. Desowky Scired: Scientific Research & Development at Claflin University, Orangeburg, South Carolina, USA. Teaching-student-advising: https://campuspress.yale.edu/shrikantpawar/teaching-student-advising/ Faculty Profile: https://www.claflin.edu/academics-research/faculty-research/meet-our-faculty/dr.-pawar-shrikant
2020: Yale University, School of Medicine, Department of Genetics, Yale Center for Genome Analysis (YCGA) New Haven, USA. Title: Associate Research Scientist (https://medicine.yale.edu/profile/shrikant_pawar/), current projects in collaboration with Dr. Christian Griñán Ferré, Univesity of Barcelona, Spain, G9a/GLP transcriptomics; Dr. Kleinstein, Yale University IMMuno Phenotyping Assessment in a COVID-19 Cohort (IMPACC), New Haven, Connecticut, USA, Dr. Ruth Montgomery, Yale University, New Haven, Connecticut, USA, Single Cell analysis, Cytometry by time of flight (cytOF); Dr. Uduman, Dana Farber Harvard, Cambridge, MA, USA, ICOS gene transcriptomics; Dr. George Tegos, Gamma Therapeutics, Probiotics efficacy; Dr. Lahiri, Sunway University, Malaysia, Cancer Biomarkers; Dr. Allen. Bale, Dr. Hui. Zhang, DNA Diagnostic Lab at Yale University, New Haven, Connecticut, USA; Dr. Insoo. Kang, T cell Transcriptomics; Dr. Kei-Hoi Chung, Linkedimm; and Dr. Leying Guan, Supervised bayesian factor analysis at Yale University, New Haven, Connecticut, USA
2019: Synergy (Plus+) LLC.P.O. Atlanta, Georgia, USA. Title: Data Scientist, worked on web development, statistical and data mining techniques for platform optimization.
2018: Georgia State University, Department of Biology, Atlanta, USA. Title: Instructor of Record. Next generation sequencing (NGS) analysis in R, BIOL6930 (Introduction to R, Microarrays: gene expression analysis, algorithms, databases, data visualization: heat maps, pie-charts, Venn diagrams.), Introduction to operating server and High Performance Computing cluster. Current projects in collaboration with Dr. Eichenbaum Biofilm transcriptomics, Dr. Aneja Ovarian Biomarkers, Dr. Charles Derby Chemosensory transcriptomics, & Dr. Chung-Dar Lu Spermine transcriptomics, Dr. Harrison, Machine Learning for studying drug resistance in Human immunodeficiency (HIV) virus and Dr. Weber, X-ray crystallography in HIV.
2018: Georgia State University, Department of Computer Science & Biology, Atlanta, USA. Title: Ahmed T. Abdelal Fellow in Molecular Genetics and Biotechnology
Projects:
You can find all my projects and code repositories at Github following the link: https://github.com/spawar2
Important & Interesting project mentions:
- Android utility app: This project was focused on development of android application with several use case utilities ####https://github.com/spawar2/Android-Utility-App-####[Java: android.content.Context, android.support.test.InstrumentationRegistry, android.support.test.runner.AndroidJUnit4, org.junit.Test, org.junit.runner.RunWith] https://csds.gsu.edu/^^^
- A PHP, MySQL based online shopping portal: This project was focused on development of online shopping portal similar to Amazon and ebay ####https://github.com/spawar2/Final_Project_PHP_SQL####https://vimeo.com/356775874?activityReferer=1 [PHP, CSS, HTML, JavaScript: mysql_import.sql] https://csds.gsu.edu/^^^
- Machine learning for selection and classification of HIV PR resistance:
This project was focused on applying neural network architecture on HIV deep sequencing data, collaboration with Dr. Harrison and Dr. Weber, Georgia State University, Atlanta, USA https://csds.gsu.edu/profile/robert-harrison/ https://cas.gsu.edu/profile/irene-weber/ ####https://github.com/spawar2/HIV_Machine_Learning_Techniques#### [MATHLAB, R, Python: numpy, sklearn.model, pylab, sklearn.decomposition] BioMed Central BMC Bioinformatics Paper Poster Link^^^
- Java-platform-to-create-logic-circuit to evaluate-bolean-expression: This project was focused on developing a java platform to evaluate bolean expressions from computer architecture ####https://github.com/spawar2/Computer-Architecture–Java-platform-to-create-logic-circuit–evaluate-bolean-expression#### https://csds.gsu.edu/^^^
- Java_SQL_MiceExperiment_Record_Tracking_Software: This project was focused on development of a java gui with record tracking features, collaboration with Dr. Batra, Georgia State University, Atlanta, USA https://www.linkedin.com/in/harshul-batra/ ####https://github.com/spawar2/Java_SQL_MiceExperiment_Record_Tracking_Software#### [Java: javax.swing.JFrame, javax.swing.JOptionPane, javax.swing.table.DefaultTableModel, javax.swing.table.TableModel, java.sql., javax.swing., net.proteanit.sql.DbUtils, java.sql.Connection, java.sql.Statement, java.sql.SQLException, java.util.ArrayList] Future Science OA Paper Demo App^^^
- A PHP, MySQL based electronic record keeping cloud system: This project was focused on developing electronic record keeping cloud system, collaboration with Dr. Batra, Georgia State University, Atlanta, USA https://www.linkedin.com/in/harshul-batra/
####https://github.com/spawar2/Electronic-Cloud-Notebook–PHP–MySQL–Apache#### Journal of Engineering and Technology Research Paper Demo^^^ - Glycan-to-DNA-Mapping-Web-Server: This project was focused on developing a python based web platform to handle Glycan-to-DNA-Mapping quiries, collaboration with Dr. Shukkor, Georgia State University, Atlanta, USA ####https://github.com/spawar2/Glycan-to-DNA-Mapping-Web-Server#### [Python] bioRxiv Paper Demo^^^
- Patient flow simulation in EMS department: This project was focused on developing a devs-java based EMS simulation to address ED over crowding, collaboration with Dr. Stanam, University of Iowa, Iowa City, USA https://www.linkedin.com/in/aditya-stanam-07bbb819/ ####https://github.com/spawar2/Devs_Java_Patient_Flow_SimulationinEMS#### [Java: DEVSJAVALab, simView., java.awt., java.io., genDevs.modeling., genDevs.simulation., GenCol.] Springer Bioinformatics and Biomedical Engineering Paper Demo^^^
- Head-Neck-Cancer–ROC–SVM–KM–Expression-Analysis: This project was focused on support vector machine analysis of HNC patients, collaboration with Dr. Stanam, University of Iowa, Iowa City, USA https://www.linkedin.com/in/aditya-stanam-07bbb819/^^^
####https://github.com/spawar2/Head-Neck-Cancer–ROC–SVM–KM–Expression-Analysis#### Springer Journal of Maxillofacial and Oral Surgery Paper - Interleukin_Pathway_Survival_Gene_Expression_Analysis:
This project was focused on gene expression analysis of Interleukin_Pathway genes American Association of Cancer Research AACR Paper Poster Link ####https://github.com/spawar2/Interleukin_Pathway_Survival_Gene_Expression_Analysis https://sites.gsu.edu/bgsa/ ####, collaboration with Dr. Stanam, University of Iowa, Iowa City, USA https://www.linkedin.com/in/aditya-stanam-07bbb819/ [R: Biobase, GEOquery, survminer, survival]^^^
- Face-Recognition-Python: This project was focused on utilizing open CV python for facial recognition ####https://github.com/spawar2/Face-Recognition-Python#### [Python: cv2, sys]^^
- Forcasting-pipelines: This project was focused on developing 3 Forcasting-pipelines with time series data ####https://github.com/spawar2/Forcasting-pipelines#### [R: ForeCA] Springer Proceedings of Sixth International Congress on Information and Communication Technology Paper^^^
- Random-Forest-for-Ovarian-Breast-Cancer-Patients:
[**2023: 1]
This project was focused on developing a biomarker utilizing random forest technique ####https://github.com/spawar2/Random-Forest-on-Ovarian-Breast-Cancer-Patients####, collaboration with Dr. Lahiri, Sunway University, Malaysia https://scholar.google.co.in/citations?user=cZaBPOoAAAAJ&hl=en
[R: GEOquery, Biobase, preprocessCore, multiClust] Poster Link Presentation PPT^^^
- GeneSearch: This project was focused on developing a java gui to search genes from public repositories, collaboration with Dr. Chung-dar Lu, Georgia State University, Atlanta, USA https://www.researchgate.net/profile/Chung-Dar-Lu
####https://github.com/spawar2/GeneSearch#### Java^^^ - Clustering_Analysis_Cancer_Techniques:
This project was focused on developing a biomarker tool utilizing clustering techniques ####https://github.com/spawar2/Clustering_Analysis_Cancer#### [R: GEOquery, Biobase, preprocessCore, multiClust, ctc, gplots, dendextend, graphics, grDevices, amap] Springer Bioinformatics and Biomedical Engineering Paper Poster Link Presentation PPT^^
- Image augmentations: https://github.com/spawar2/NLP-Challenge [Python: keras.datasets, mnist, models, layers, tensorflow, Sequential, Dense, Conv2D, Dropout, Flatten, MaxPooling2D]^^
- Electric scooter for overcoming transportation and pollution problems:
[*2021:4] Springer Sustainable Intelligent Systems ####https://devpost.com/software/ebird####. Prototype selected for Collegiate Cup Competition and TYE University Competition Qualifying Round 2019 and Entrepreneurship and Innovation Institute (ENI) Mentor Program Poster^^^
- Random_Forest_Classfication_Renal_Cell_Carcinoma: This project was focused on developing a biomarker tool utilizing random forest Association of Computing Machinery ACM Paper ####https://github.com/spawar2/Random_Forest_Renal_Cell_Carcinoma#### [R: forcats, randomForest], collaboration with Dr. Lahiri, Sunway University, Malaysia https://scholar.google.co.in/citations?user=cZaBPOoAAAAJ&hl=en https://github.com/rushikeshchopaderc https://in.linkedin.com/in/rushikesh-chopade-88470615b This project in collaboration with Rushikesh Chopade Undergraduate student: Indian Institute of Technology (IIT), Kharagpur, India. Presently with ChestAi, https://www.chestai.org/ Presentation PPT^
- COVID19-Temperature-Dashboard: This project was focused on understanding relationship between COVID19-Temperature ####https://github.com/spawar2/COVID19-Temperature-Dashboard#### [R:shiny, highcharter, dplyr, UI, Server] medRxiv Paper Demo^
https://yalegenomics.shinyapps.io/deployment/?_ga=2.91441946.1803750112.1677552931-1693957918.1677552931
- Regression-Analysis-Alzheimers-Disease: This project was focused on utilizing machine learning tools for feature classification in Alzheimers ####https://github.com/spawar2/Regression-Alzheimers-Disease#### [R: MASS, car, glm.predict]^^^
- Machine Learning Classification Pulmonary-Embolism-Master: This project was focused on utilizing machine learning tools for feature classification in Embolism ####https://github.com/spawar2/Pulmonary-Embolism-Master#### [Python: numpy, sklearn, pandas, os, MATPLOTLIB]^^^
- DARTO: Program to identify orthologs for genes: ####https://github.com/spawar2/DARTO#### [Python: os, Bio.Blast, ssl, tkinter, askopenfilename, filedialog], collaboration with Dr. Lahiri, Sunway University, Malaysia https://scholar.google.co.in/citations?user=cZaBPOoAAAAJ&hl=en^^^
- Neural-Networks-for-Ovarian-Carcinomas: This project was focused on utilizing machine learning tools for feature classification in Ovarian-Carcinomas: Springer Intelligent Sustainable Systems Paper ####https://github.com/spawar2/Neural-Networks-for-Ovarian-Carcinomas#### [R: curatedOvarianData, tidyverse, boot, plyr, e1071] Poster Link Presentation PPT^^
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Chest-X-ray-Neural-Nets: This project was focused on utilizing CNN’s for X-ray image classification: https://github.com/spawar2/Chest-X-ray-Neural-Nets Demo Poster Link Product [*2023:4, 9; 2021: 17, 23] [**23, 29, 30, 37, 42] [Python: fastai.vision, torchvision.models, pandas, Path]
[https://github.com/rushikeshchopaderc https://in.linkedin.com/in/rushikesh-chopade-88470615b https://github.com/SurajK7/ https://in.linkedin.com/in/surajkumar1004 This project in collaboration with **Rushikesh Chopade, Suraj Kumar Undergraduate student: Indian Institute of Technology (IIT), Kharagpur, India. Project: CHEST-AI: AI tool for detection of lung diseases from chest X- ray data (Spring 2021). Springer Computational Vision and Bio-Inspired Computing, Springer Intelligent Sustainable Systems, bioRxiv Paper Paper Paper Paper Paper https://link.springer.com/chapter/10.1007/978-981-19-9819-5_49 https://link.springer.com/chapter/10.1007/978-981-19-7660-5_7 https://www.researchsquare.com/article/rs-1129014/latest.pdf https://www.youtube.com/watch?v=Y6skvhHVR2w&ab_channel=ShrikantPawar https://www.youtube.com/watch?v=988lbQ4ekao&ab_channel=ShrikantPawar
https://www.biorxiv.org/content/10.1101/2021.09.21.461307v1.abstract https://dl.acm.org/doi/abs/10.1145/3469213.3469214 http://20.169.253.49:5001/login https://aws.amazon.com/marketplace/seller-profile?id=seller-b6otd3wry7lkk https://bpb-us-w2.wpmucdn.com/campuspress.yale.edu/dist/7/3679/files/2023/10/ChestAi-300×167.png] collaboration with Dr. Narayanan, Johnson & Johnson, Pennsylvania, USA https://anandnarayananphd.com/ (National Science Foundation South Carolina Established Program for Stem Cooperative Research (SC EPSCoR) RII Track-1 award funded project Role: Co-PI, (direct, 100%)) Poster Presentation PPT PPT^^
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BASELINe-Data: This project was focused on utilizing Bayesian estimation techniques for B and T cell profiling: https://github.com/spawar2/BASELINe-Data Demo [R Shiny: Tidyverse, UI, Server], collaboration with Dr. Kleinstein, Yale University, New Haven, Connecticut, USA https://medicine.yale.edu/lab/kleinstein/^
https://yalegenomics.shinyapps.io/myapp/?_ga=2.91441946.1803750112.1677552931-1693957918.1677552931
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Single-Cell-RNA-Analysis: This project was focused on single cell analysis techniques: https://github.com/spawar2/Single-Cell-RNA-Analysis & https://github.com/spawar2/Single-Cell-Analysis [Python: pandas, numpy, matplotlib.pyplot, string, anndata, defaultdict, OrderedDict, sklearn.preprocessing, TruncatedSVD], collaboration with Dr. Kozma, Georgia State University, Atlanta, USA https://loop.frontiersin.org/people/2548907/overview^^^
- CellLine Dependency Analysis: https://github.com/spawar2/CellLine-Dependency [R: DESeq2]^
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COVID-SwabSeq-Testing-Run: This project was focused on testing Swab-Seq technique on COVID swab tests: https://github.com/spawar2/COVID-SwabSeq-Testing-Run [R: ggbeeswarm, MASS, speedglm, furrr, readxl, magrittr, tidyverse]^
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Object-Recognition-Python: This project was focused on object recognition using OpenCV: https://github.com/spawar2/Object-Recognition-Python bioRxiv Paper Demo Product [Python: numpy, os, urllib, sys, tarfile, tensorflow, zipfile, cv2, csv, time, collections, defaultdict, StringIO, matplotlib, PIL]^^
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Quasi-quantum model for potentization: This project was focused on potentization analysis: https://github.com/spawar2/Shrodinger-Equation [R] Git PPT^^^
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Gene set enrichment analysis for RNA expression data: https://github.com/spawar2/Fold-Change-Comparisons [R: GenomicFeatures, clusterProfiler, enrichplot, ggplot2]^^^
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Kivy app interface development in R: https://github.com/spawar2/Kivy-GUI-R [Python: kivy.app, kivy.lang, Builder, Screen, ObjectProperty, Popup, Label, DataBase]^
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Structural–variant-Detection tool: https://github.com/spawar2/Structural-variant-Detection [R]^
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Program to Count-relative-frequency-of-amino-acids: https://github.com/spawar2/Count-relative-frequency-of-amino-acids [Python: itertools, product, combinations, Counter]^^
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Text to voice conversion application: https://github.com/spawar2/Text-to-Voice-Application [Python: os, numpy, shlex, subprocess, sys, wave, deepspeech, Model, printVersions, timeit]^^
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CT brain hemorrhage training: https://github.com/spawar2/CNN_Training [Python: matplotlib.pyplot, torch, time, numpy, collections, OrderedDict, torch.autograd, PIL, lr_scheduler, copy, json, os]^^
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Evaluating performance of regression and classification models with prognostic markers in lung carcinomas: https://github.com/spawar2/Regression-Lung-Carcinoma^^
Paper [R: randomForest, caret], collaboration with Dr. Lahiri, Sunway University, Malaysia https://scholar.google.co.in/citations?user=cZaBPOoAAAAJ&hl=en
Springer Bioinformatics and Biomedical Engineering Paper
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Hemorhage–Detection-CT-Scan: https://github.com/spawar2/Hemorhage-Detection-CT-Scan [**33] Poster Springer [Python: numpy, pandas, pydicom, matplotlib.pyplot, math, cv2, tensorflow, keras]
[https://github.com/CoolSubash https://np.linkedin.com/in/subash-neupane-aa07ba228?trk=public_profile_browsemap This project in collaboration with **Subash Neupane, (Claflin University, Orangeburg, South Carolina, USA Seed award funded project Role: PI, (direct, 100%)) Undergraduate student: Claflin University, Orangeburg, South Carolina, USA. (Fall 2023). Utilization of Machine Learning Techniques for Aiding Detection of Ischemic Stroke Lesion, Infarct Volumes, and Small-artery Occlusion https://www.claflin-computation.com/_files/ugd/81dd80_e12daf8e87c348c5a9347af693993739.pdf] Project: https://campuspress.yale.edu/shrikantpawar/files/2024/04/Seed-Report-2023-d26fc72513e269e3.docx^^
- Anovos feature engineering process to increase efficiency tool contributor: https://github.com/spawar2/Anovos-Contributor-User^
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Techniques of brain segmentation from CT scan: https://github.com/spawar2/Image_Segmentation [Python: pydicom, numpy, cv2, os, math, pylab, matplotlib, scipy, ndimage, skimage, morphology]^^
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Stroke risk stratification with neural nets: [*2024:9][**2024:36] https://www.youtube.com/watch?v=PtjHqf4xlbI&ab_channel=ShrikantPawar https://github.com/spawar2/Neural-Networks-Stroke Springer Intelligent Sustainable Systems Paper [R: neuralnet] Presentation PPT (Claflin University Orangeburg, South Carolina, USA, seed funded project) Role: PI, (direct, 100%)^^
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System-Level-Programming: https://github.com/spawar2/System-Level-Programming, https://csds.gsu.edu/^^^
- Data-Structures: https://github.com/spawar2/Data-Structures, https://csds.gsu.edu/^^^
- CS-Introduction: https://github.com/spawar2/CS-Introduction, https://csds.gsu.edu/^^^
- Advanced-Graphic-Algorithms: https://github.com/spawar2/Advanced-Graphic-Algorithms, https://csds.gsu.edu/^^^
- Fundamentals of Bioinformatics: https://github.com/spawar2/Bioinformatics-scripts, https://csds.gsu.edu/^^^
- Nano-particles property prediction with random forests: https://github.com/spawar2/RF-ENP [R Shiny: MissForest, randomForest, caret, UI, Server], collaboration with Dr. Swinton, Kean University https://www.kean.edu/directory/derrick-swinton https://yalegenomics.shinyapps.io/appenp/?_ga=2.91441946.1803750112.1677552931-1693957918.1677552931^^
- Claflin University SMART–HOME: https://github.com/spawar2/SMART-HOME-CLAFLIN Poster Poster [**30][**39] [R: shiny, DT], collaboration with Dr. Liles, Claflin University, Orangeburg, South Carolina, USA http://www.drkliles.com/STARlab/^^
https://yalegenomics.shinyapps.io/app-smart-home/
SC Independent Colleges & Universities (SCICU): https://scicu.org/events/scicu-undergraduate-student-faculty-research-symposium-4/ [https://github.com/eniolla https://www.linkedin.com/in/priscilla-fatokun-35007119a https://github.com/mayor90/thesis Thesis presentation: https://youtu.be/NUPr-kXKCaU https://campuspress.yale.edu/shrikantpawar/files/2023/12/SCICU-research-poster.pptx This project in collaboration with **Mr. Owalabi Oluwamayowa (South Carolina Independent Colleges & Universities SCICU award funded project Role: PI, (direct, 100%)), **Priscilla E. Fatokun (South Carolina Independent Colleges & Universities SCICU award funded project Role: PI, (direct, 100%)), Undergraduate student: Claflin University, Orangeburg, South Carolina, USA. (Fall 2023). Project: SMART-HOME proposal “collection and processing of health-care data for African-American subjects from wrist wearable devices. https://campuspress.yale.edu/shrikantpawar/files/2023/12/SCICU-research-poster.pptx https://campuspress.yale.edu/shrikantpawar/files/2024/02/Priscilla-Research-Presentation-0b920a0c624e2982.pptx] Project: https://www.claflin-computation.com/_files/ugd/81dd80_88f5decdd4c44ce497f7f2f71018c63b.docx?dn=Building%20a%20Responsive%20SmartHome.docx PPT: https://www.claflin-computation.com/_files/ugd/81dd80_65cf61cfe8b8429fae9cfcb31f099f15.pptx?dn=Building%20a%20Responsive%20Smart%20Home.pptx Project: https://www.claflin-computation.com/_files/ugd/81dd80_5add3a1670ff4c68a3cb307ddbe7e811.docx?dn=Priscilla%20Fatokun%27s%20Thesis.docx PPT: https://www.claflin-computation.com/_files/ugd/81dd80_9ea49363c6704e198ccbd724c57a3fdc.pptx?dn=Priscilla%20Fatokun%27s%20Presentation.pptx
- Blood cancer expression analysis: https://github.com/spawar2/Blood-Cancer-Analysis [This project was in collaboration with Ms. A Agrawal, University of Connecticut, Special Program in Medicine (BS/MD), Experiential Learning Program Project: Identifying biomarkers between lymphoma and leukemia cancer patients (Fall 2021). CT STEM and Norwalk Science Fair (Poster)] [R: Affy, Limma] Title III and Special Initiative Office SEED Funding, Claflin University, Orangeburg, South Carolina, USA: Biomarker Identification for the Diagnosis of Chronic Lymphocytic Leukemia (CLL) (2024): (direct and indirect) Github Students involved **Lierra Rivera Presently doctoral student at Clemson University, Bioengineering Program, **Germari Cull, **Mr. Adrian Lockwood and **Kalyn Wesby. Role: PI, (direct, 100%)^^
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ChatGPT testing: https://github.com/spawar2/ChatGPT-Testing [https://github.com/bpritish https://www.linkedin.com/in/pritishbhave https://youtu.be/GhuF9INWxTY This project in collaboration with P Bhave, Senior Software Engineer, Walmart. Analyze ChatGPT’s codex to determine it’s viability to identify basic issues with provided Python code using OpenAI’s code model, current `code-cushman-001`] [Python: os, time, datetime, openai] [**44] Overview PPT Presentation^^
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NSF National Science South Carolina Established Program for Stem Cooperative Research (SC EPSCoR) Foundation-RET Institutional Development Award (IDeA) Networks of Biomedical Research Excellence (INBRE) Research Education of Teachers: Machine learning applications for studying check-point genes expressed in ten different human cancer types. https://github.com/spawar2/NSF-INBRE-EPSCoR-RET [ https://github.com/ethaharikanaidu This project in collaboration with *******Harika Baidu, teacher at Bamberg Ehrhardt High School (Summer 2022). Machine learning applications for studying check-point genes expressed in ten different human cancer types. Machine learning applications for studying check-point genes expressed in human Ovarian cancers. https://www.claflin-computation.com/_files/ugd/81dd80_1ad94ed63c6a49c887177419bdb46567.docx?dn=Etha%20project%20report.docx] [R: edgeR, hgu133plus2.db, tidyverse]^^
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TF–IDF-term frequency–inverse document frequency: https://github.com/spawar2/term-frequency-inverse-document-frequency [Python]^^^
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NSF National Science Foundation SCICU: Natural Language Processing (NLP) for optimizing career advancement prospects. https://github.com/spawar2/NSF-SCICU-2022. Claflin University, Orangeburg, South Carolina, USA student Johsua Kiprono, Presently software engineer at Atlassian. App Deploy: Project: https://www.claflin-computation.com/_files/ugd/81dd80_0fc28fef39d94861ad5b18e83391a167.docx?dn=JoshuaKipronoThesisDraft.docx PPT: https://www.claflin-computation.com/_files/ugd/81dd80_8bb6fb5a75384bd5888fd7d8f43d51af.pdf https://joshuakiplimo-resparse-resumematch-6a8pxp.streamlit.app/ Thesis presentation: https://youtu.be/Jx6Q7TaISIU
(South Carolina Independent Colleges & Universities SCICU award funded Role: PI, (direct, 100%) project)^^
- Single-Cell-MA-plots-Crustacean-Species: https://github.com/spawar2/Single-Cell-MA-plots-Crustacean-Species Public Library of Science PLoS ONE Paper [R: Deseq2, ggplots], collaboration with Dr. Kozma, Georgia State University, Atlanta, USA https://loop.frontiersin.org/people/2548907/overview^^^
- miRNA-analysis: https://github.com/spawar2/miRNA-analysis [R: DESeq2, tidyverse], collaboration with Dr. Christain, University of Barcelona, Spain https://www.ub.edu/farmaco/en/pharmacognosy/research/neuropharmacology_in_aging_and_neurodegeneration/6/
Elsevier Data in Brief Paper ^^^ - Traffic-Counter-ML: https://github.com/spawar2/Traffic-Counter-ML [Python: os, numpy, cv2, mrcnn.config, mrcnn.model, MaskRCNN, pathlib, twilio.rest, Client, kivy, App, Label, GridLayout, TextInput, Widget, BoxLayout, random]^^
- Calcium-Interactomes: https://github.com/spawar2/Calcium-Interactomes [R: CytoHubba, Cytoscape, String, GSEA], collaboration with Dr. Yang, Georgia State University, Atlanta, USA https://cas.gsu.edu/profile/jenny-j-yang/ Dr. Rakshya-Gorkhali https://www.researchgate.net/profile/Rakshya-Gorkhali
Nature Publishing Group NPG Scientific Reports Paper^^^ - Harr-Fisc-Transformations-Microarray: [*2013:4] [**16, 17, 18], collaboration with Dr. Rinehart, Western Kentucky University, Bowling Green, Kentucky, USA https://www.wku.edu/artp/webpages/bisc_dir.php
https://github.com/spawar2/Harr-Fisc-Transformations-Microarray [R] Poster BioMed Central BMC Bioinformatics Paper^^^^ - Linkedimm: https://github.com/spawar2/Linkedimm [Python: plotly, tidyverse, htmlwidgets, plotly, tidyverse, htmlwidgets], collaboration with Dr. Kleinstein, Yale University, New Haven, USA https://medicine.yale.edu/lab/kleinstein/ Dr. Kei cheung, https://medicine.yale.edu/profile/kei_cheung/?tab=bio
BioMed Central BMC Bioinformatics Paper^ -
2nd CMI-PB Prediction challenge: https://github.com/spawar2/2nd-CMI-PB-Prediction-challenge/tree/main^^
- HSET-Ovarian-Cancer-Biomarker: [*2017:1, 2016:1] [**12], collaboration with Dr. Aneja, Georgia State University, Atlanta, USA https://biomedical.gsu.edu/ritu/
https://github.com/spawar2/HSET-Ovarian-Cancer-Biomarker [R: BGmix] https://sites.gsu.edu/bgsa/ PosterBioMed Central BMC Journal of Ovarian Research Paper ^^^ - Binary-Search-Tree-In-Java-Implementation: https://github.com/spawar2/Binary-Search-Tree-In-Java-Implementation [Java]^^
- Comparative-analysis-endemic-Coronaviruses: Taylor and Francis Libyan Journal of Medicine Paper https://github.com/spawar2/Comparative-analysis-endemic-Coronaviruses [R: ggplots], collaboration with Dr. Bagasra, Claflin University, Orangeburg, South Carolina, USA https://www.claflin.edu/academics-research/faculty-research/meet-our-faculty/omar-bagasra^^
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Prostrate-Cancer-Biomarker-Analysis: https://github.com/spawar2/Prostrate-Cancer-Biomarker-Analysis. [R: edgeR, hgu133plus2.db, tidyverse, Affy] [https://www.linkedin.com/in/zion-ratchford-07514b1b9. This project in collaboration with **Zion Ratchford, Undergraduate student: Claflin University, Orangeburg, South Carolina, USA. (Fall 2023). https://campuspress.yale.edu/shrikantpawar/files/2024/04/Zion-Presentation-80fd6d81d5b4f75b-rotated-e1712021318501-225×300.jpg https://www.linkedin.com/in/zion-ratchford-07514b1b9 https://campuspress.yale.edu/shrikantpawar/files/2024/01/Final-Prospectus-Edited-7e17c09b3e8c4813.pdf https://campuspress.yale.edu/shrikantpawar/files/2024/04/ROLE-CIRCULATION-BIOMARKERS-IN-PROSTATE-CANCER-DIAGNOSIS-4dbb44b57f793d6a.pptx]^^
- Internship: https://github.com/spawar2/INTERNSHIP [This project in collaboration with **Yash Singh, *Sai and Mohit, Georgia Tech, Atlanta, USA. Biomarker discovery in prostrate, lung and breast cancers (Spring 2024). https://github.com/yashsingh43 https://github.com/AbhayR43 https://github.com/Msai32005 https://github.com/rrchada https://github.com/arnavmadderla] [2024:**41] Poster^^
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National Longitudinal Study of Adolescent to Adult Health analysis shows correlations between fast food consumption with physical and mental health of adults facing food insecurities Github [R: Tidyverse, ggplots]^^
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Acid Ceramidase in colon cancer, with Dr. Harikumar, RGCB Github [R: Deseq2, ggplots]^^
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Speech to text conversion using BytesIO: https://github.com/spawar2/Speech2Text [Python: BytesIO, b64decode, google.colab, IPython.display]^^
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Diabetic Retinopathy Detection: https://github.com/spawar2/Diabetic-Retinopathy-Neural-Networks/tree/main [Python: tensorflow, keras, layers, numpy, pandas, random, os, shutil, matplotlib.pyplot, imread, keras.preprocessing.image, ImageDataGenerator, categorical_accuracy, sklearn.model]^^
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Atrial Fibrillation Detection: https://github.com/spawar2/Atrial-Fibrillation-Neural-Networks [Python: numpy, pandas, seaborn, matplotlib.pyplot, sklearn.metrics, classification_report, sklearn.model_selection, f1_score, confusion_matrix, to_categorical, class_weight, OS, warnings]^^
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Murmur-Neural-Network: https://github.com/spawar2/Murmur-Neural-Network [Python: warnings, matplotlib, pylab inline, tensorflow, Keras, os, pandas, librosa, glob, matplotlib.pyplot]^^
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Artificial Intelligence Based Framework for Predicting the Spread of Climate Change Related Infectious Diseases (Scired: Scientific Research & Development): https://github.com/spawar2/SCIRED-Analysis, collaboration with Dr. Desowky, Claflin University, Orangeburg, South Carolina, USA https://desoky.com/^^
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Neural networks on CTA in peripheral arterial diseases (PAD): https://github.com/spawar2/CTA-PAD-Neural-Nets [Python: pytorch, tensorflow]
(National Science Foundation South Carolina Established Program for Stem Cooperative Research (SC EPSCoR) NSF RII Track-1 award funded project Role: Co-PI, (direct, 100%)): https://scepscor.org/adapt-in-sc-thrust-2/. This project in collaboration with https://github.com/Caliese **Caliese J. Beckford, https://www.linkedin.com/in/caliese-beckford-25851821b/?originalSubdomain=jm (Graduate student), Undergraduate student: **Mr. Sabb, Dinari, (National Science Foundation South Carolina Established Program for Stem Cooperative Research (SC EPSCoR) NSF RII Track-1 award funded project Role: Co-PI, (direct, 100%)), Undergraduate student: Claflin University, Orangeburg, South Carolina, USA. (Fall 2023). Machine learning application for biomedical device development. https://www.linkedin.com/in/dinari-sabb-0b62b51ba https://github.com/DinariSabb^^
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Generative AI ChatBot using gpt-3.5-turbo engine: https://github.com/spawar2/Generative-AI-ChatBot-using-gpt-3.5-turbo-engine [Python, HTML: numpy, pandas, pydicom, matplotlib.pyplot, math, cv2, tensorflow, keras, OPENAI, model: gpt-4-turbo]^^
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Summer-Undergraduate-Research-Internship-2024: [R: edgeR, hgu133plus2.db, tidyverse, Affy] (4 students) https://github.com/spawar2/Summer-Undergraduate-Research-Internship-2024/tree/main This project in collaboration with **Felicia Forrester: https://www.linkedin.com/in/feliciaforrester, **Subash Neupane, https://github.com/CoolSubash https://np.linkedin.com/in/subash-neupane-aa07ba228?trk=public_profile_browsemap, **Amrinder Singh, **Ian, **Bimal https://www.linkedin.com/in/amrinder-singh-b74426251, Undergraduate student: Claflin University, Orangeburg, South Carolina, USA. (Fall 2023). Machine Learning applications in computer aided diagnosis (CAD) in hemorrhage, brain tumor, stroke, and cervical fractures. https://github.com/FelForr; https://github.com/AmrinderGlLL; https://github.com/bimalitani100; https://github.com/IanAAdams; https://github.com/jybvby^^Abstract (1) abstract copy Abstract for summer research Abstract Amrinder_Singh_Presentaion_Summer_2024 Cervical Fracture Detection Using CNN Approach Ian-PPT Presentation SNSM 2024 Summer Research Booklet SNSM Summer Undergraduate Research Program [**2024:45]
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Hemoglobin and cancerous mole monitoring using near-infrared spectroscopy (NIRS), image analysis techniques, and machine learning: https://github.com/spawar2/NIRS-Machine-Learning. In collaboration with *Aryan Shrivastav, sophomore at Amity Regional High School in Woodbridge, Connecticut, USA. https://github.com/AryanS-0101^^
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Artificial Intelligence in Genomics, Bridging Molecular Diagnostics from Bench to Computer. 2024 National Hands-on Advanced Genomics Workshop, Gujarat State Biotechnology Mission (GSBTM) and Department of Science and Technology, Government of Gujarat, Collaboration with Dr. Lahiri, Sunway University, Malaysia: https://scholar.google.co.in/citations?user=cZaBPOoAAAAJ&hl=en: https://github.com/spawar2/Workshop-Artificial-Intelligence-in-Genomics-2024^^
^^Claflin University, Orangeburg, South Carolina, USA
^^^Georgia State University, Atlanta, USA
^^^^Western Kentucky University, Bowling Green, Kentucky, USA