Leveraging data science methodologies to enhance Cybermonic's cyber security solutions. Key responsibilities include:+ Development and optimization of advanced methods for cybersecurity analysis.+ Maintaining and Optimizing Neo4j database. Implement custom Neo4j graph algorithms.+ End-to-end execution of machine learning projects: from designing and implementing to prototyping and production of novel models (GNN) focusing on cybersecurity data.+ Application of state-of-the-art validation techniques to newly developed models and procedures ensuring their robustness.+ Formulation and execution of rigorous test protocols to maintain superior model and data quality.+ Co-authoring scholarly publications and proposals contributing to the body of knowledge within the cybersecurity field.+ Continuous enhancement of Cybermonic's ML pipeline to improve efficiency and results.

Applying advanced machine learning and artificial intelligence techniques to genomics, enabling sophisticated data interpretation and inference.+ Creation and improvement of innovative algorithms for genomics data analysis.+ Use of deep learning methodologies for effective image data analysis.+ Proactively contributing to UT Health's machine learning capability enhancement through refining existing models and constructing efficient pipelines for data analysis across various research initiatives.

Driving Altoida's machine learning capacity by continually refining existing models and developing new ones. Key contributions include:+ Leading the design, implementation, prototyping, and production of new machine learning models to improve predictive analysis.+ Employing cutting-edge validation techniques for newly developed models and procedures to ensure optimal performance.+ Implementation of specialized methods for speech and genetic analysis, and test sequence optimization.+ Establishing robust test protocols to assure high standards of model and data quality.+ Assisting in the authoring of scientific publications and patent applications for new technological advancements.+ Monitoring incoming data to verify alignment with Altoida’s quality requirements.+ Pioneering the analysis of novel datasets using state-of-the-art methodologies.+ Preparing and ensuring timely data exports for customer delivery.+ Coordinating new releases with the development team to streamline product updates.+ Continuously seeking opportunities to enhance current processes and align with industry best practices.

Teaching College Courses:+Math 1404 College Algebra, Spring 2022+Math 1404 College Algebra, Spring 2023+Math 4350 Biomathematics, Spring 2023+Math 4351 Mathematical Modeling. Fall 2023+Math 1404 College Algebra. Fall 2024

Tutor Doctoral Students in Statistics

+Participating in 500+ hour data science immersive program with focus on developing skills in Python, SQL, and statistical modeling+Focus on development in Pandas, Sklearn (ML packages), Statsmodels, Machine Learning, Bayesian Statistics, Natural Language Processing, Neural Networks, Tableau, SQL, Git, Numpy, MatplotLib, Seaborn, Scikit-learn, regression modeling and web scraping. Other tools include AWS, Spark and Tensorflow.

Main Instructor for:+Linear Algebra, Spring 2021+Calculus II, Fall 2020+Calculus II, Spring 2020+Business Calculus I, Fall 2019+College Algebra, Spring 2019+College Algebra, Fall 2018

Tutored student in + Calculus I-III+Differential Equations+Linear Algebra+College Algebra+Business Calculus

+Created a curriculum and taught SAT mathematics to students grades 9–12 in NISD.+Jointly created a curriculum for introductory research techniques for STEM and Humanities.+Trained students for the TRiO Bowl in Mathematics

Tutored STEM classes to High School Students

+Attend classes in order to provide 25 students supplemental instruction on course content.+Prepare and conduct two study groups a week; staffed the Math Center in ACE.

+Assisted and lectured during lab periods when professor was not present+Tracked and graded homework and quizzes+Proctored exams for professor+Tutored students as needed during and after class+Maintained regular hours in order to be accessible to students

+Assisted in grading, taking attendance, keeping track of grades for College algebra, Math for the Liberal Arts and Calculus I. +Tutored for College algebra, Math for the Liberal Arts and Calculus I

+ Provided assistance and led study sessions for students in college algebra, math for theliberal arts and Calculus I, II.+ Assisted with general office duties.