Millena Guimaraes
Developer @Kinectrics
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WORK HISTORY
Developer @Kinectrics
Toronto, ON, CA
Developed a Python-based automation pipeline to extract, analyze, and compile software-generated responses into structured Word reports, improving efficiency and accuracy.Implemented Segment Model (SAM 1 & SAM 2) and YOLO for defect detection.Built an OCR-based solution to detect and extract serial numbers across various font styles, improving traceability and data accuracy.Transformed raw extracted data into a more structured and visually intuitive format, enhancing readability and usability.
EDUCATION
Universidade Federal do Amazonas
Bachelor of Engineering - BE, Petroleum and Gas Engineering
Faculdade Única
Diploma of Education, Environmental/Environmental Health Engineering
UNIMAIS - Faculdade Educamais
Diploma of Education, Occupational Safety Engineering
George Brown Polytechnic
Postgraduate Degree, Computer Science
ILAC International College
Business Administration Diploma with Co-op, Business Administration
ABOUT MILLENA GUIMARAES
Data Scientist and AI Scientist with a passion for leveraging cutting-edge technologies to drive meaningful insights and impactful solutions. My journey bridges a strong foundation in engineering, data analytics, and technology development, with a focus on advancing the fields of artificial intelligence and data science. Co-developed an AI-driven job search platform utilizing Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG), enhancing talent matching processes and user experience by providing intelligent job recommendations based on user preferences. Leveraged Power BI to create detailed reports tracking HR metrics such as employee satisfaction, retention rates, and training effectiveness, facilitating data-driven decision-making and enhancing organizational performance. Developed a software tool using Python and SQL for optimizing oil production, combining scenario analysis with data modeling to improve efficiency in operations.A published author and researcher, I developed a computational tool designed to optimize petroleum system operations, combining my engineering expertise with advanced programming skills.In 2024, I was recognized on the Dean’s Honour List at George Brown College and secured second place in the GBC Innovation Ideas Competition for my innovative approach to AI solutions.Passionate about fostering inclusion in the tech space, I am a proud member of Latinas in Tech and Women Techmakers, committed to empowering underrepresented voices and building diverse communities in technology.Specialties: Python | NLP | LLMs | RAG | Power BI | SQL | Google Cloud | Data Analytics | Predictive Modeling | Research & DevelopmentLet’s connect!
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