• Continued transitioned work on agent-based modeling dynamics work mentioned from previous researcher role in affiliation with Penn State University• Collaborative research involving agent-based modeling considering the interactions and intersections of human behavior and developing as well as analyzing systems as well as cross interaction behavior and emergent behavior of complex systems• Partnership-based opportunity, hosting virtual sessions with an outreach focused purpose in aiding those struggling with neurodivergence known as neurodivergent learning sessions involving nuance lens open engagement utilizing active inference theoryPlaylist link for neurodivergent learning sessions https://youtube.com/playlist?list=PLQVa9FMhIs2Azxo5jnNXO3dxNHKvnOS10&si=iMHKNHAtcZbn7jzX• Partnership-based opportunity, hosting virtual Bible study sessions with a contemporary perspective dialogue based exploration focus incorporating the lens of active inference theory, as well as process theory to cross reference back to biblical context.Link for Bible study sessions https://youtube.com/playlist?list=PLQVa9FMhIs2CiBCA8ozHYzcDsPuNAJ6EK&si=UYmyzDYYYpO03OKC

Initially, Multimodal discourse analysis focused on cognitive load measurement. • Fetch raw information to be analyzed via multiple modalities (abstracted into multiple possible dimensions/pathways/etc) which is further contextualized based on measuring the capacity regarding the interactive nature of both human and computer task assessment based limitations. • Use extracted raw information to generate models using algorithmic computations on open source data sets • Take generated models and incorporate a methodological use case with current and potential collaboratorsTransitioned into an agent-based modeling effort - https://zenodo.org/records/11188526 https://zenodo.org/records/11188569Video streams on pre-print content - https://www.youtube.com/playlist?list=PLQVa9FMhIs2B7ESyv3DCEUxfKEznBSL63• video streams consider the effort involved in the first listed pre-print• covered in the first pre-print, is a meta-analysis discussion pertaining to understanding human behavior through the lens of agent-based modeling dynamics• covered in the second pre-print considers a technological interface design intervention-based approach regarding framing adaptive learning capacities to attenuate habitual behaviors to complement rather than exploit human behavior.

Online and face-to-face peer tutoring at Warren County Community College Instructional Support Center • Computer Science Tutoring ◦ Tutoring all computer science courses offered except for management information systems courses. • Mathematics Tutoring ◦ Tutoring all math courses offered except for business or economics related math courses. • Proctoring ◦ Scheduling and monitoring proctoring appointments for students. • Administrative Office Tasks ◦ Supporting fellow faculty and accomplishing tasks around the office.

Online and face-to-face peer tutoring at Warren County Community College Instructional Support Center • Computer Science Tutoring ◦ Tutoring all computer science courses offered except for management information systems courses. • Mathematics Tutoring ◦ Tutoring all math courses offered except for business or economics related math courses. • Proctoring ◦ Scheduling and monitoring proctoring appointments for students. • Administrative Office Tasks ◦ Supporting fellow faculty and accomplishing tasks around the office.

Data Analysis on COVID-19 case data and conducting patient risk assessment based on pre-existing condition factors.+Utilizing Python to conduct analysis on patient risk related data and case data- Use of Jupyter Notebook environment to display and summarize results of data analysis- Develop risk-scoring and stratification based algorithm to compare and contrast patient pre-existing condition risk factors to population based data+Collaborative effort in back-end data integration and utilization- AWS MySQL database for assessing patient data- Utilize Db2 and Watson Studio for assessing relevant data metrics

Full-Stack Back-End application development coordination for varied clients • Technical Advisory ◦ Provide insights for clientele’s needs in the form of technical suggestions for new features and existing workflow. • Collaborative requirements specification and task assessment evaluation for clientele ◦ Utilizing software development life-cycle planning and maintenance execution tactics based on agile methodology • Versatile as well as flexible execution of task assignments ◦ Front-End, Back-End, as well as Middle-Ware layer based structure development

Leading collegiate group project development of a personalized health and wellness management logging basted system extending beyond patient end-users • Web-based and mobile-based implementation architecture ◦ Web-based implementation utilizing Firebase, Express, Node, and React/Redux while focusing on native development for Android and iOS ◦ Blueprinted data model architecture using MySQL Workbench and draw.io • UX Design involving wireframes and prototyping ◦ Use of draw.io for initial wireframes and inVision for prototyping • Testing and development planning based documentation and communication protocols ◦ Slack for communication with team, Git code repository, Trello for handling scrumboard

Fullstack support developer role affiliated with food catering catalog system• QA testing on bugs and developed components; meetings generally handled bi-weeklyo Check functionality of what is tasked with each ticket as archived on TFS Involves database querying, testing UX components, and development bugs that involve a combination of querying and UX configuration• SQL Server Management Studio/SQL Profiler used for database querying testing• Telerik used for UX component functionality testing• TFS focused general purpose repositoryo All project files are stored in TFS server and accessed through Visual Studio 2013 and 2015 interface Visual Studio 2013 used for managing rdl file configurations Visual Studio 2015 used for UX and database querying check-ins Development and bug tickets archived through TFS• Tri-weekly scrum meetingso Status report on new development integration and bug fixes Give an update on overall status regarding workflow of assigned tasks, be it development tickets, bugs, or other assignments relevent to development• Resolved development bugs and new development with integration of multiple frameworkso Utilized SSMS/SQL Profiler, visual studio built-in debugger tool, and Telerik to pin point bugso Project utilizes mutliple different language frameworks depending on the associated files involved Most .NET related aspx and ascx pages utilize Javascript/jQuery code via clientside integration TSQL is utilized for querying files organized in a separate Database folder that are accessed by the relative aspx and ascx files; use of TSQL functions are involved from time to time with certain querying files React.js utilized as MVC framework to wrap around the UX configuration and resolving legacy related issues

Lead the development of a personalized health logging system for patient end-users• Involved in weekly scrum meetings with team to discuss business requirements, task assignment, deliverable estimates, and testing◦ Scrum meetings generally done in person once a week as well as remotely through Skype◦ Deliverable estimates and task assignments are tracked through Slack, Rally, and blackboard◦ Hybrid Agile and Test Driven Development approach • Helped steer the development of a web based patient tracking system, using HTML, CSS, JavaScript, Microsoft SQL Server, Android, SQLlite, JSP, and IBM Watson Tone Analyzer API◦ HTML/CSS, and Javascript primarily used for UX functionality of website component design◦ Android incorporated use of Java/XML for overall design and layout of application respectively◦ JSP and Miscrosoft SQL Server used to handle data storage and retrieval▪ View Objects used in referenced to JSP to handle storage and retrieval of user input from the web application component• These same View Objects are then utilized in tables/stored procedures for data persistence via CRUD operations▪ SQLlite used for data persistence for the Android component which made reference to the Microsft SQL Server tables/stored procedures◦ IBM Watson Tone Analyzer API used to analyze contextual data and calculate an output based on assign values due to emotionally reflective overtones via Javascript functionality• Outlined core functionality components and specifications for both web and mobile platform – documentation and overall architecture◦ Several different drafts of different specifications had to be presented and elaborated on▪ Goal/Specifications of the application• Overview of the direction, implementation, use cases, and architecture▪ Implementation specifications• Software implementation specifications• Architectural documentation▪ Testing documentation• Simulating use cases and documenting failure/success overtime

Conducted a literature review with emphasis on memory recollection concerns of neurodegenerative illness sufferers regarding technological usability and lifestyle management+ Computer security risks concerning ability to validate login credentials+ Analyzing information search behavior concerning browser navigation methods+ Review potential assistive technology approaches to aide lifestyle troubles regarding personal memory management

Summer 2016, with the help of a group of intern students, lead the development of an Android fitness application • Android Studio Integrated Development Environment◦ Primarily utilizing of Java, XML, Gradle compiler (Dalvik Debug Monitoring System component)▪ UX layout handled in XML along with application configuration settings management for compiling through Gradle▪ Event handling, threading, and general execution of application designed in Java▪ Gradle utilized to debug issues and compile Java and XML into working application• Incorporated a step-tracker with use of Android’s built in pedometer sensor functionality, use of a WebView widget to load survey from the World Sleep Survey web page, and an image gallery of workout recommendation suggestions based on whole body calisthenics workouts.◦ Demonstrated use of activities, intents, manipulating ViewGroup objects, going over Android concepts such as activity life cycle, use of the Gradle compiler, and Dalvik Debug Monitor System. Summer 2014, assistant mentor for intern students in building a simulated virtual rental library web application• HTML/CSS, Javascript/jQuery, PHP, MySQL, XAMP◦ UX outlined with HTML/CSS▪ Dynamics of UX configured using Javascript/jQuery functions◦ PHP used in conjunction with MySQL to make fetches to database on book/video/music rentals▪ Use of XAMP essential for hosting the page in conjunction with backend use of PHP/MySQL• Use of DreamWeaver as well as Notepad++ environment for development• Various debugging methods used, including page inspection, use of DreamWeaver debugger, and XAMP SQL query engine

Kept track of events that occur within the vicinity, scheduling, office work, and event management.

+Directed new incoming freshmen around campus in small groups to information sessions with regards of learning about campus life.+Assisted moving in freshmen to their dorms.