Michael Piatek Email & Phone Number

Fort Myers, Fl, Us

- Developed a Retrieval-Augmented Generation (RAG) system utilizing OpenAI within Azure SQLDB, enabling enhanced communication and insights extraction from military Joint Service Transcript (JST) data.- Fine-tuned a Llama model to map university names to CIP codes solely based on the university's name, facilitating streamlined CIP code mapping.- Created a multimodal RAG chatbot with a frontend interface, allowing users to upload a PDF of military personnel transcripts and receive answers based on JST data.- Developed a LangChain-based chatbot designed to interact with a variety of military data, providing insights to improve processes for individual military service members.- Engineered an AI-driven automated web scraper to systematically extract and store comprehensive class information from university websites for further analysis.- Designed a PDF document parser leveraging Google AI, enabling the upload and extraction of essential information from JST military documents for project needs.- Developed a chatbot using Google Dialogflow for the Mentor Method, assisting administrators in correctly setting up the program.- Created and deployed Core Solution Services, a Python-based microservices platform on Kubernetes, featuring authentication, data storage, job management, and GenAI capabilities with LLMs like VertexAI and ChatGPT. Integrated CI/CD with GitHub Actions and built a frontend application using Streamlit for a Public Sector client in Google Cloud.- As an AI engineer, disseminated AI-related updates and knowledge to the company via Slack and documentation, ensuring team members were well-informed on the latest developments.- Developed a dashboard that performed text analysis and entity recognition to provide sentiment analysis for the Mentor Method.- Built a predictive model to assess the success of mentor relationships based on individual responses, enabling data-driven evaluations.

Naples, Florida, United States

- Designed and executed data aggregation and preprocessing pipelines using Python, enhancing the quality and accessibility of data for in-depth analysis and interpretation.- Applied statistical models and machine learning techniques to analyze trends and forecast outcomes, informing strategic business decisions with a high degree of accuracy.- Specialized in exploratory data analysis to uncover underlying patterns, trends, and relationships within data using visualization tools such as Matplotlib and Seaborn, driving data-driven decision-making processes.- Partnered with cross-functional teams to distill complex datasets into actionable insights, contributing to enhanced customer experiences and optimized business operations.- Committed to staying at the forefront of data science by keeping abreast of emerging trends and incorporating innovative analytical methodologies to maintain and extend industry leadership.

- Conducted in-depth research and rigorous evaluation of emerging blockchain protocols for potential integration into Blockdaemon's portfolio.- Demonstrated mastery in understanding and analyzing various protocols, including L1, L2 (Optimistic Rollups + ZK-Rollups), DeFi, GameFi, Metaverse, NFTs, and general blockchain utility protocols.- Collaborated seamlessly across departments, engaging with Product Managers, Marketing, Sales, Engineering, and Fund Managers to align research outcomes with organizational goals.- Spearheaded research initiatives for the Web3 DeFi Fund, driving strategic decisions and investment directions.- Authored comprehensive content encompassing insights, infrastructure, and trends related to diverse blockchain protocols.- Actively engaged in decentralized autonomous organization (DAO) governance within multiple ecosystems to foster community engagement and strengthen relationships.

Tampa, Florida, United States

- Optimized e-commerce data analytics at Tampa Bay Velocity Ecommerce, enhancing data workflows for strategic decision support.- Implemented real-time analytics for agile response in e-commerce operations, significantly improving the data infrastructure.- Collaborated with various teams to distill complex data into actionable insights, driving data-driven decision-making across functions.- Developed predictive models and automated reporting, leading to data integrity and insightful trend forecasting for business operations.- Conducted thorough data quality assessments, ensuring the accuracy of analytics inputs and reinforcing the reliability of business insights.

Estero, Florida, United States

Data Collection and Analysis:- Gather, organize, and analyze game and practice data.- Develop and maintain comprehensive player performance databases.- Provide real-time data analysis to support coaching decisions.- Generate reports and visualizations to communicate insights to the coaching staff.Equipment Management:- Oversee inventory, maintenance, and organization of all team equipment.- Coordinate setup and breakdown of equipment for practices and games.- Assist players with equipment fittings, adjustments, and repairs.

Machine Learning

Data Science: Machine Learning - Harvard University This intensive course equipped me with key methodologies in data science and machine.

Bachelor'S Degree, Business Management

Activities and Societies: Captain of the FGCU ice hockey team

Bachelor'S Degree, Business Marketing

Activities and Societies: Captain of the FGCU ice hockey team