Aaron's Portfolio

  We had some difficulties in how to accomplish this project, plus I had budget shortfall, creating a dataset may be costly. We settled on a synthetic dataset and plan on bolting-on additional parameters upon correctly building a dataset. The data pipeline contains ingestion, validation, transformation, training, evaluation, and a prompt Front end. The biggest hangup was experimental design of the dataset, as well as finding localization UV/IR spectroscopy lab availability. This project is seeking funding to create a bigger dataset, the hard programming is complete, thanks to Partha Pratim Kalita , and Modeling by Suraj Mishra .   https://dagshub.com/Omdena/NorthCarolina_CameroonChapter_AngusIssues Dagshub Repository  Final Presentation youtube:   https://youtu.be/W_5Qh5oevq8?si=OnIf_JreGJI0mkBa  Corporate  LLC Blog release: https://swift-tree.dev/?p=257

  3D-MICE 3D-MICE (Multiple Imputation by Chained Equations) : A statistical technique used to handle missing data by creating multiple imputed datasets. The "chained equations" approach iteratively fills in missing values by modeling each variable with missing data as a function of the others, cycling through the variables until the process stabilizes. This method is useful in datasets with complex interdependencies among variables. Web Scraping   Web Scraping : A technique used to automatically extract data from websites. Web scraping is used to gather large amounts of data from the web for analysis, typically using tools like BeautifulSoup, Scrapy, or Selenium in Python. NLP Recommenders   NLP Recommenders : Natural Language Processing (NLP) is used in building recommendation systems that understand and analyze human language to make personalized recommendations, such as suggesting books, movies, or articles based on user preferences. Naïve Bayes   Naïve Bayes : A...

Computer Vision Fire detection Capstone Thesis Advanced Database Project (Coldfusion, PostGRESQL) (Unfinished) Adv Software Engineering Project (Front and Back End working with AI Recommender System) First place Nationwide Hackaton 2023 Spring MSc Computer Science Summary I am a graduate in Computer Science with a strong foundation in both theoretical and applied aspects of the field. My academic journey has been enriched by a diverse set of advanced courses and hands-on projects, culminating in a thesis focused on computer vision. Key Areas of Expertise: Computer Vision: Completed a thesis in computer vision, demonstrating proficiency in image processing, pattern recognition, and deep learning techniques. Advanced Databases: In-depth knowledge of database systems, including design, optimization, and the use of advanced database management systems. Advanced Algorithms: Strong understanding of algorithmic design and analysis, with the ability to develop efficient and scalable...

Calculus Project several algorithms with writeup Single Electron Tunneling Transistors! (Write up) Quantum mechanics TI-92 Formulas Surface Enhanced Raman Spectroscopy Writeup Stress Calculations of a Beam Simplified Silver NanoWires (Chemical Engineering) NanoModeling and Applications computer simulations  Here's my summary of the subjects you studied during your first year of nanoengineering: 1. Numerical Analysis Overview : Numerical Analysis focuses on algorithms for solving mathematical problems numerically rather than symbolically. This includes techniques for approximating solutions to equations, integration, differentiation, and optimization. Key Topics : Error analysis and numerical stability. Methods for solving linear and nonlinear equations. Numerical differentiation and integration. Numerical solutions of differential equations. Interpolation and approximation of functions. 2. Differential Equations Overview : Differential Equations involve equations that r...

ATM Machine -- ATM Machine Hosted Snow Table -- Snow Table Hosted Caldwell Spa and Resort no GUI program Caldwell Spa and Resort Hosted Decision Statements Program no GUI Hosted SoftwareSales Discounts Program BankCharges for transactions Hosted Faculty Raises program hosted BMI (Body Mass Index Calculator) BMI Calculator hosted Password Verifier Restaurant Bill Calculator Bank Charges and Shipping Calculator Bank Charges 2 project CIAA (Colored Intercollegic Athletic Association) dataset sorts Basic interactable Car and Television Objects Roman Numerals and Time Calculator Sorting Algorithms Test Scores and Averages Dice Simulator and Stats Calculator Netbeans GUI Store Project Deliverable Phase II PhP Example CIAA Another Demonstration of mini dataset   --------------------------------------------   Data Structures Folder (Too big to Host)

Here is a link to a comprehensive document regarding the project Link to the document Here is a video demonstration of it's usage: Link to the video Here is the project, it became open source: Dagshub Repo

 In this project we completed computer vision for a welding machine for Reachbots Automation, a deep-tech startup in Singapore, in which we created a multiple of models that are retrainable which allow high precision finding of flaws in welds.  I am not going to release any data or source code, but we found an algorithm which had high accuracy, as well as laser profile detection to detect any kind of welding flaws. Here is the corporations website: Reachbots Automation