John Le is a Data Analyst at NCS Analytics.
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Data AnalystNcs AnalyticsDenver, Co, Us -
Software Engineer - Ai/Ml ApplicationProduct Manager Accelerator Sep 2024 - PresentCollaborated with cross-functional teams to develop AI-driven applications using large language models (LLMs) and machine learning. Worked on integrating GenAI technologies like ChatGPT API, optimizing data pipelines, and contributing to front-end and back-end development. Gained hands-on experience in AI product development.Commanded the front-end architecture of a dynamic app using React Native, TypeScript, JavaScript, and specialized libraries, elevating development speed by 35% and enhancing code efficiency for a seamless user experience -
Student Engineer/DeveloperUniversity Of Colorado Boulder Sep 2023 - May 2024Nasa Mars Rover Path-Finding Team● Engineered a Mars Rover simulation with a team, creating a realistic model that navigates Martian terrain using an A* Search algorithm with Manhattan heuristics, achieving 30-50% faster performance and up to 50% lower memory usage compared to Euclidean heuristics, and 40-80% faster performance compared to other algorithms such as Dijkstra, BFS, and DFS.● Established weekly strategic meetings with all project stakeholders, successfully integrating adaptive navigation using Digital Elevation Models, resulting in a dynamic, interactive Martian map and improving pathfinding efficiency by 40-80% compared to traditional algorithms. -
Website RedesignUniversity Of Colorado Boulder Aug 2023 - Dec 2023● Contributed significantly to a website redesign project focused on enhancing accessibility, strategically implementing HTML and CSS modifications to optimize user experience for individuals with visual or hearing impairments.● Achieved substantial improvements in the website's accessibility compliance, facilitating a more navigable and interactive environment for all users, particularly those utilizing assistive technologies. -
AiUniversity Of Colorado Boulder Aug 2023 - Dec 2023● Created and tested AI players using Minimax and Alpha-Beta pruning algorithms, implementing a robust utility function to evaluate game states and make optimal moves.● Achieved a significant quantitative improvement, by demonstrating a 75% reduction in computation time with Alpha-Beta pruning over Minimax, while maintaining a 98-100% win rate against random players, highlighting the efficiency and effectiveness of the developed AI algorithms. -
Classification ModelUniversity Of Colorado Boulder Jun 2023 - Aug 2023● Developed and implemented classification models using logistic regression, random forests, support vector machines, and gradient boosting to predict student dropout and success rates based on academic path, demographics, and socio-economic status.● Achieved a 30% increase in overall prediction accuracy, a 40% boost in F1-score for minority classes, and a 50% reduction in model training time by implementing feature engineering, hyperparameter tuning, SMOTE for class imbalance, and cross-validation techniques, leading to more precise identification of at-risk students and enhanced early intervention strategies. -
Object-Oriented ‘Go Fish’ GameUniversity Of Colorado Boulder Jan 2023 - May 2023● Developed an object-oriented 'Go Fish' game, incorporating sophisticated design patterns such as singleton, factory, and strategy to enhance functionality and user experience.● Achieved a 100% completion rate of planned features, excluding the web version, with a successful implementation of all design patterns and user account functionalities, resulting in a robust and fully functional game.
John Le Education Details
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Computer Science
Frequently Asked Questions about John Le
What company does John Le work for?
John Le works for Ncs Analytics
What is John Le's role at the current company?
John Le's current role is Data Analyst.
What schools did John Le attend?
John Le attended University Of Colorado Boulder.
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