Vision
My vision is to create innovative and effective AI solutions that reduce climate change. I am passionate about exploring and pushing the boundaries of natural language processing, machine learning, and deep learning algorithms to create cutting-edge AI applications that positively impact society and transform industries. My vision is to be at the forefront of the AI revolution, continuously learning and pushing the boundaries of what is possible with technology. Through my experience in both software development and prompt engineering, I aim to contribute to the company’s growth and success by innovating and optimizing AI solutions. As a leader and collaborator, I strive to inspire and motivate others to achieve their full potential and make a meaningful difference in the world of technology.
Objective
Experienced and highly skilled technology professional with a passion for both software development and prompt engineering. Seeking a challenging position where I can apply my expertise in programming, natural language processing, and AI design to develop cutting-edge software solutions that enhance user experience and improve AI performance. With exceptional problem-solving, analytical, and critical thinking skills, I am eager to contribute to the success of the company by constantly innovating and optimizing AI solutions.
Skills
- Programming and Web Development: Expertise in Python, Flask, Django, JavaScript, Node, React, TypeScript, NextJS, HTML, CSS
- AI and Machine Learning: Strong background in natural language processing, machine learning, and deep learning algorithms. Proficient in PyTorch, and other AI frameworks. Extensive experience in edtech and AI applications
- APIs and Tools: Proficient with OpenAI/GPT3, Google Cloud Natural Language, Hugging Face Transformers, and other NLP libraries. Familiarity with cloud platforms such as AWS. Proficient with GitHub, Heroku, Git, Visual Studio Code, and Google Colab
- Product management & UX/UI: Proficient with product management, UX/UI, Figma, etc.
- Problem Solving and Critical Thinking: Excellent problem-solving, analytical, and critical thinking skills. Experience in creating innovative and effective AI prompts and solutions
- Communication and Collaboration: Strong communication and collaboration abilities, with experience in working effectively in cross-functional teams
- Writing: Published articles in Forbes, MAKE Magazine, and Venturebeat, among others. Authored self-published & published books. Wrote plays & musicals featured in festivals.
Case Study
Developed a suite of AI tools aimed at supporting climate startups in collaboration with an MIT professor, specifically for a MIT climate entrepreneurship class and broader applications. These tools leverage advanced AI capabilities to assist startups in climate policy analysis, market analysis, scoring business potential, and identifying high-impact opportunities. The project encompassed the entire development cycle from ideation, design, implementation, to launch. Secured backing from MIT's resources and engaged with various stakeholders to ensure the tools' relevance and efficacy. The tools are for use as a part of the curriculum and are being used by climate-focused entrepreneurs globally. Through this project, I honed my skills in prompt engineering, artificial intelligence, and software development. Full case study: Case Study
Projects
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AI Tools for Climate Startups (Demos)
- Developed AI tools for climate startups with MIT professor for MIT’s climate entrepreneurship class and beyond.
- Assisted startups in climate policy analysis, market analysis, scoring business potential, and identifying high-impact opportunities.
- Managed the project from ideation through development, securing backing from MIT and engaging with stakeholders to ensure relevance and efficacy.
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Climate Tech Hardware Kit and Educational Course (Demo)
- Developed a climate tech hardware kit and educational course with 20 projects to empower users to learn and invent climate solutions.
- Included detailed guides and materials to help users understand and tackle various climate-related challenges through hands-on projects.
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AI-Powered Forecasting Model
- Created an AI-powered forecasting model to predict electricity demand using historical data, Pandas, Scikit-Learn, GPT, Azure, and other technologies.
- Helps in optimizing energy usage and planning by providing accurate demand forecasts based on historical trends and patterns.
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AI-Powered Lesson Plan/Resource Generator
- Developed LessonWiseAI, an AI-powered lesson plan and resource generator to assist educators in creating customized lesson plans and educational resources.
- Utilized natural language processing and machine learning techniques to generate content that aligns with curriculum standards and educational objectives.
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Learning Management System (LMS)
- Built a dynamic, server-backed learning management system (LMS) to support educational initiatives.
- Features user management, course creation, progress tracking, and interactive learning tools, providing a comprehensive platform for educators and students.
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AI-Powered Encouragement Project - EncourageBot (GitHub | Demo)
- Developed an AI-driven encouragement application, EncourageBot, to provide positive encouragement to users on any topic they would like to be encouraged about
- Implemented content moderation techniques to filter out inappropriate or offensive content in user queries and ensure safe responses for users. Worked with OpenAI’s text moderation API
- Utilized OpenAI's GPT-3 model for generating high-quality encouragement while maintaining a kind, ethical and friendly tone
- Deployed the application on Heroku and integrated with GitHub for streamlined updates and version control.
- Enabled user interaction through a simple web interface, providing seamless access to the encouragement-generating AI
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AI-Powered Fortune Teller Project - Magic 8 (Demo)
- Created an interactive web application for a client, using OpenAI GPT-3 to provide customized fortunes to users
- Built using React.js and Next.js, allowing for fast and responsive user experience
- Integrated with external APIs to provide users with personalized information such as local time
- Deployed the app on Heroku for easy client access and use.
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PyTorch-based Coding Learning AI Project (GitHub)
- Developed an AI-based chatbot system to facilitate Python coding learning for beginners
- Utilized PyTorch and natural language processing techniques to enhance chatbot's understanding of user inputs
- Built a dataframe using Kaggle datasets of coding problems and solutions from open-source coding repositories
- Trained a machine learning model to identify coding problems and provide personalized feedback
- Utilized natural language processing to improve the system's understanding of student inputs
- Conducted extensive testing and evaluation to ensure the system's effectiveness and accuracy
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AI-powered Advice Platform - Dear Aibby (GitHub | Demo)
- Built an advice platform using OpenAI's GPT-3 to provide personalized responses to user inquiries
- Conducted extensive testing and training of the model to ensure quality and accuracy of advice
- Developed a custom UI with a form interface to enhance user experience and engagement
- Successfully deployed the platform and continually monitor and update the model to improve performance and user satisfaction
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Sentiment Analysis Web App - VibeCheck (GitHub | Demo)
- Created a web application for sentiment analysis using React
- Integrated a third-party API (Google Cloud Natural Language) for AI-powered sentiment analysis of user-provided text
- Designed and implemented a basic responsive and visually appealing user interface
- Successfully launched the app on a public server and obtained positive user feedback. development, delivering a solution that positively impacts users' lives.
Work Experience
Full-Stack Software Developer & AI Prompt Engineer
Self-Employed at Koru Labs (Personal & Client Projects), Toronto, Ontario
March 2023 - Present
- Developed and refined prompt designs for various AI applications, enhancing user experience and AI
- Developed AI applications such as EncourageBot, Magic 8, and Dear Aibby, using OpenAI's GPT-3 model and other natural language processing techniques.
- Developed an AI-based chatbot system to facilitate Python coding learning for beginners, utilizing PyTorch and natural language processing techniques.
- Built a sentiment analysis web app, VibeCheck, using React and integrating with Google Cloud Natural Language for AI-powered sentiment analysis.performance
- Collaborated with clients to gather requirements & provide prompt design solutions
- Continuously researched and implemented new techniques to improve prompt effectiveness
- Conducted thorough testing and debugging of AI prompts to ensure optimal performance
- Presented prompt engineering findings and improvements to stakeholders, incorporating feedback for further refinement
- Developed AI projects, focusing on natural language processing techniques
- Conducted literature reviews to stay up-to-date with the latest advancements in AI research
- Implemented and tested prototype models for various applications
- Developed software solutions, leveraging my skills in web development and software engineering
CEO
MakerKids Inc, Toronto, Ontario
2015 - Present
- Led the growth of MakerKids, an edtech company offering coding, robotics, and Minecraft classes
- Raised venture capital and secured clients including Twitter, Intel, Mozilla, etc.
- Managed the product development of a new registration software & worked with a team of engineers & designers
Founder & CEO
Koru Labs Inc, San Francisco, California & Santiago, Chile
2011 - 2013
- Selected as one of 154 startups for Startup Chile, a prestigious incubator program, and founded Koru Labs, with various projects such as Founder2Founder (an incubator program), Python classes, Getkoru.com (a skill-trading platform), Needmapper (an SMS-based disaster recovery tool), and marketing consulting for tech companies.
Education
Singularity University Graduate Studies Program (2012) – NASA Ames Research Park, California
- Selected from 3000 applicants as one of 80 students to participate in the program
Bachelor of Commerce (Honors), Queen's University (2006-2010) - Kingston, Ontario
- Conducted independent research, co-wrote an article on marketing to millennials, and presented findings at a research conference
Languages
- English (native), Spanish (intermediate)
Hobbies and Interests
- Angel investing
- AI and machine learning research
- Attending industry conferences and workshops
- Volunteering for STEM education initiatives
- Writing non-fiction, musicals, comedy and plays