Flamelit - AI Internship & Bootcamp for College & High School Students
Experienced AI Coaching, AI Tools, AI Model Development, App Development, and Recommendation Letter - to Show Colleges & Potential Employers
Flamelit's AI Internship is an internship/bootcamp with a AI Consultancy doing meaningful and innovative AI work - all from the comfort of the participants home. It is a hands-on, one-on-one, manager led, project-based program designed to train the next generation of AI innovators. Our participants learn how to build AI/ML models and AI-powered web applications.
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Upon completion participants with have:
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Certification of Completion
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Letter of recommendation from a successful AI Consultancy
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Their own predictive AI model to showcase insights into data the participant selected
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Their own customized chatbot with domain knowledge selected by participant
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Deep understanding of how AI works and how to successfully build AI initiatives
The program is structured to progress in three phases and can be paced over 4 weeks:
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Foundations in AI/ML – Participants gain practical experience developing and training machine learning models, exploring key concepts such as supervised/unsupervised learning, natural language processing, and neural networks.
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AI Applications in Action – Participants apply their technical knowledge to design and build web-based applications that integrate AI, focusing on usability, scalability, and deployment.
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Advanced Innovation & Impact – Participants transition from structured projects to developing an advanced AI initiative, applying their skills to both their own concepts and business use cases.
By the end of the internship/bootcamp, participants will have created a portfolio of AI/ML models and applications, learned how to transform ideas into working solutions, and contributed directly to production AI initiatives. No coding experience necessary.​​
App Development Concepts
AI in Application Development
APIs in Application Development
Application Development
Building Complex AI Apps One Simple Step at a Time
Design for Web Applications
Designing for the User when Building an AI application
Development Mode for Application Development
Outcome not Output when Building an AI Application
Python in Anvil
Python in Google Colab
Vibe Coding​
Data Science Concepts
Advanced Analytics
Basic Analytics to Understand Data
Benefits of 1 or 0 (true or false) Value for your Prediction Outcome
Best Regressions for 1/0 AI Prediction Models
Data Ingestion
Data Pipeline for Advanced Analytics
Data Processing for Advanced Analytics
Features and Machine Learning
Labeled Data for Machine Learning
Machine Learning Models
Online Open Data Sources
Predictive AI and Machine Learning​
Regressions as the Building Blocks of AI
Selecting Inputs for AI Predictive Models
Selecting Regressions for AI Prediction Models
Training and Testing Data Sets in Machine Learning
About Flamelit
Flamelit is a data science and AI/ML consulting firm that helps organizations unlock the value of their data to drive evidence-based decision-making and innovation for the public good. They provide advisory, delivery, and product services—from data analytics and machine learning integration to strategic offerings like AI for Natural Disasters, Fractional Chief AI Officer, and AI VisionForge—to improve outcomes across sectors such as government, emergency management, health, manufacturing, and utilities. With a mission to ignite transformative insights through pioneering technology, Flamelit focuses on applying scientific methods to extract actionable insights and support measurable impact.
AI Concepts
AI Explainability
AI Governance
Agentic AI
ChatGPT API System Prompt
ChatGPT API Temperature
ChatGPT as a Data Scientist Assistant
Compound AI
Decision Support AI
Deep Neural Networks
Image Creation using ChatGPT
Large Language Models (LLMs)
Prompts to interact with ChatGPT
Purpose of AI
Retrieval-Augmented Generation (RAG)
Small Language Models (SLMs)
Typical Schedule
The Flamelit AI Internship/bootcamp is structured as a personalized, hands-on learning experience delivered through a series of 30-minute one-on-one live video meetings once per week over the course of 5 weeks. Students can expect to engage deeply with AI/ML concepts, tools, coaching, and project work throughout the internship, committing approximately 24–30 hours over the full 5-week period. This schedule balances live interaction with independent work so participants gain meaningful practical experience while progressing through the program.
Program Costs
The Flamelit AI Internship/bootcamp is offered at a cost of $1,500 and is designed to be a high-value investment in a student’s future. For that investment, participants receive experienced one-on-one coaching, hands-on project experience building real AI/ML models and applications, and professional artifacts they can showcase—like a personal predictive AI model, a custom chatbot, a certificate of completion, and a letter of recommendation from an active AI consultancy upon finishing the program. These tangible deliverables help students strengthen college applications and stand out in job or internship searches by demonstrating practical AI skills, technical initiative, and the ability to create portfolio work that employers and admissions officers value in an increasingly tech-driven world.
