Artificial Intelligence Projects
The portfolio showcases two significant AI-driven projects: the Personalized Skills Empowerment Passport (PSEP) and ApexTrader. PSEP, developed by Tooling U-SME in collaboration with SkyHive, is an AI-powered solution that creates customized skills and career pathways, aligning individual learning with industry requirements and real-time labor market analytics. Recognized by DARPA, PSEP enhances adult learning in critical subjects for the national security workforce. ApexTrader, an advanced trading platform, utilizes machine learning and deep learning models to provide accurate trading signals for NASDAQ E-mini futures, aiding financial advisors in making informed investment decisions. Both projects exemplify innovative uses of AI to address industry-specific challenges and improve outcomes.
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Personalized Skills Passport
I led the initiative where Tooling U-SME, in collaboration with SkyHive, developed the Personalized Skills Empowerment Passport (PSEP), an AI-powered solution designed to create customized skills and career pathways. PSEP connects individuals to Tooling U-SME's extensive training content, aligning their learning with industry requirements and real-time labor market analytics. This innovative approach was recognized in the DARPA AI Tools for Adult Learning opportunity category for its excellence in utilizing AI to enhance adult learning in complex subjects crucial to the national security workforce, including robust manufacturing sectors. Our team was among six teams acknowledged for their groundbreaking use of AI and edtech to improve adult learning and reskilling outcomes, focusing on workforce training, intelligent tutoring, immersive skills training, and personalized, self-directed learning.
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ApexTrader: Advanced AI-Powered Trading Platform
ApexTrader is a cutting-edge trading platform that delivers precise and reliable signals for NASDAQ E-mini futures across various time frames, from daily to 1-minute intervals. Utilizing sophisticated machine learning and deep learning models, ApexTrader analyzes historical price data, identifies candlestick patterns, and calculates technical indicators to predict future price movements with over 70% accuracy. Financial advisors can integrate ApexTrader into their investment strategies to provide clients with real-time, high-probability trading signals, enhancing decision-making and potentially increasing returns. The platform’s robust architecture encompasses comprehensive data preprocessing, feature engineering, model building, signal generation, backtesting, and real-time deployment, ensuring continuous monitoring and adaptation to evolving market conditions.
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Manufacturing Research AI Agent
I led the development of an AI agent for the Manufacturing Imperative Workforce Pipeline challenge, a RAG-based solution funded by the Department of Defense and deployed in 25 regions for 25 colleges. This AI agent integrates postsecondary institutional data, labor insights, and workforce data from regional support sectors, utilizing both quantitative and qualitative data. Its purpose is to increase awareness of relevant manufacturing jobs and provide key stakeholders with actionable insights for outreach and support of students and workers. Additionally, the AI agent aims to recruit 75,000 new workers into these manufacturing positions, enhancing career pathway visibility and supporting informed decision-making for workforce development and educational institutions.
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Project Name
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